Rain lashed against the windows of the coffee shop, mirroring the turmoil brewing inside Elias. He stared across the small table at Maya, her face lit by the warm glow of the overhead lamp. She was recounting the details of their high school camping trip, a story he'd heard countless times. But today, something felt off.

He blinked, a slow, deliberate movement. Maya was describing a harrowing bear encounter. He vividly remembered the trip, the campfire stories, the shared laughter. But no bear. His memory held only the pleasant memory of the stars.

"Wait," he finally interjected, his voice barely a whisper. "There was a bear?" He felt a prickle of unease crawl up his spine.

Maya tilted her head, her brow furrowing slightly. "Elias, are you feeling alright? We spent an hour huddled in the tent while it scratched at the canvas. Remember? You were practically catatonic."

He gripped his coffee cup a little tighter. The ceramic felt cold and unfamiliar in his suddenly sweaty hands. The space around them felt different and unreal. He tried to reconcile her story with the picture in his mind. But it wasn’t working.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219