The world outside the elevator seemed to shrink as the doors refused to budge. Sarah, typically a picture of composed efficiency, felt a strange jolt in her gut. She could not process this. She had a meeting. A very important meeting. Now, her meticulously crafted schedule was in shambles.

“Are you… okay?” asked Kevin, her co-worker, his voice hesitant. Sarah’s response was a sharp, “Fine.” It came out clipped. She immediately regretted it. The panic, which she usually kept locked away, threatened to erupt.

She took a deep breath, trying to steady herself. The metallic scent of the elevator, usually insignificant, now felt suffocating. She looked around, the cold steel and fluorescent lights transforming into an alien landscape. She crossed her arms, a small attempt at self-control.

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