He’d imagined this moment a thousand times, the triumphant roar, the congratulatory handshakes. Now, staring at the notice board, a cold sweat slicked down Leo’s back. The bright sunshine outside the community center seemed to mock the dimness that had descended within him. His throat constricted, making it hard to swallow. His chest felt tight, as if a weight had been placed upon it. He took a step backward, away from the names, a clumsy retreat as if he could outrun the truth, each passing second of stillness felt like a personal attack.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294