A bead of sweat trickled down Leo’s temple as he stared at the screen. The familiar angles of the roof, the slightly crooked window on the second floor – his childhood home, reduced to a collection of bland adjectives and staged photographs. He felt a chill, even though the room was warm.

He reached for his water, his hand shaking so violently he almost knocked it over. His breathing quickened, shallow and rapid. He imagined the realtor's spiel, the buyers murmuring about the “great bones” and “potential,” their voices a muffled drone in his ears.

He stood abruptly, pacing the cramped apartment. He needed air, needed to be away from the suffocating presence of the listing. He grabbed his coat, the fabric suddenly heavy on his shoulders. The street outside, usually a source of comfort, now seemed to press in on him, the city's noise amplified and hostile.

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