The air in the room felt thick, oppressive, like the start of a summer storm. She tried to tell herself it was just the humidity. Her journal was on her desk, the usual spot. She didn't have any proof. But, everything felt different. The light was dim. The shadows of the room danced. Her roommate, Ben, was unusually focused on the television, his posture rigid.

She felt a wave of dizziness. She gripped the edge of her desk, seeking a point of stability. She needed to leave, to get away.

A tremor ran through her body. Every thought felt like a betrayal. The thought of what he could have seen, what he might think, was unbearable.

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