The brightly lit art gallery, where they had planned to spend a romantic afternoon, suddenly morphed into a stark, intimidating space. "He told me he hated modern art," Emily stated, her voice tight. Daniel had described his own aversion to the very same art only an hour earlier.

A wave of nausea swept over him. He clenched his fists at his sides, digging his nails into his palms. The gallery’s high ceilings seemed to press down on him, the artwork blurred, and the other visitors were suddenly indistinct and ominous shapes.

He needed to escape, to get out into the open air. The need clawed at him, consuming all other thought.

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