The phone call crackled with static, the voice on the other end, her brother, was barely intelligible. But the gist was clear. “They’re tearing it down, Maya,” he’d said. “The old place. This week.”

She dropped her phone, the plastic clattering against the wooden floor. She stared at the floral wallpaper in her living room, her eyes wide. It felt surreal, as if the ground beneath her feet was about to give way. The walls of her own apartment seemed suddenly flimsy, insubstantial.

A single tear traced a path down her cheek, leaving a cool trail. She picked up the phone again, her fingers fumbling with the buttons. "I... I need to go," she managed to stammer, her voice thick with emotion.

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