The assignment: Human Resources. After a comfortable career in Research and Development, the change felt jarring. He felt a sudden chill, as if the air conditioning had been turned up too high. The office felt colder than usual.

He began to pull at the skin around his thumbnails, a habit he hadn't indulged in since childhood. He dreaded the meetings, the discussions of conflict resolution and employee relations. The whole department felt alien.

That night, he stared at the ceiling, unable to sleep. The thought of interviewing candidates and addressing sensitive issues filled him with a sense of profound discomfort.

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