The office felt too bright, the fluorescent lights harsh on his eyes. He’d seen the figures, the numbers that contradicted everything he'd been told about his worth. He couldn't bring himself to talk to his direct supervisor. He dreaded the encounter.

He walked past his supervisor's office, his heart hammering in his chest. A sudden dizziness washed over him. He felt an intense need to escape. The exit door seemed miles away.

He found himself pacing his small cubicle, the confined space amplifying his growing sense of confinement. He felt as if something was slowly, inexorably, closing in on him. He needed to be alone.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314