The email arrived at 2:00 am, a digital stab in the heart. Alex saw that Dr. Olsen was leaving, and the world seemed to tilt. He sat up in bed, his heart thudding in his chest. He felt a sudden, profound sense of isolation.

He got out of bed, unable to lie still. He wandered through his apartment, the dim light casting long shadows. He felt a tightness in his throat, a struggle to swallow. This was a nightmare, and he couldn't wake up.

He moved to the window and stared out at the city. The lights of the buildings seemed far away, cold and uncaring. He felt a surge of energy and ran to his desk, grabbing the pen and notebook and began to sketch ideas. He had to think of a plan.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258