He had to get out of the library. The accusation hung over him like a suffocating blanket, smothering every thought. He slammed his laptop shut, the metallic clang echoing too loudly in the hushed space. His palms were slick with sweat, the paper feeling papery and fragile between his fingers.

He needed air, space to think, to untangle the mess. He bolted out into the afternoon sun, squinting against the brightness. The green of the campus lawn seemed aggressively cheerful, and he wanted to be anywhere else. His pulse hammered in his ears, a frantic drumbeat urging him to flee.

The professor’s words replayed in his head, each syllable a shard of glass.

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