He felt a sudden urge to flee, to escape the suffocating weight of expectation. The room, filled with well-wishers, felt too small, the air thick and heavy. He sat at the bar, nursing a soda, his gaze darting around the room, avoiding eye contact with anyone.

His mother, radiant in her best dress, caught his eye and beamed. He managed a weak smile in response, the gesture feeling forced, unnatural. He quickly looked away, his pulse accelerating.

He gripped the rim of his glass, his knuckles turning white. He thought of feigning illness, of making some excuse to avoid the speech. But his father would be so disappointed.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314