The elevator doors hissed open, and the fluorescent lights of the hospital hallway assaulted Chloe's senses. Her palms felt slick with sweat. Across the hall, a nameplate read: "Dr. Marcus Bellweather, Trauma Specialist." Marcus. The boy who had made her life hell in middle school. The boy who had delighted in her misery.

She hesitated, her feet refusing to move. Every memory flooded back – the taunts, the sneers, the isolating cruelty. Her breath hitched in her throat. Her body felt weightless, like it might blow away. She gripped the strap of her bag so tight her fingers turned red. She took a step forward, then another, the floor beneath her somehow uneven.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290