From the moment he saw the listing, a cold dread began to permeate Thomas. The house, his childhood sanctuary, now a commodity. He felt a hollowness in his chest, a vacuum sucking the air from his lungs.

He sat for hours, staring at the pictures. The rooms, once vibrant with life, now felt sterile, staged. He ran his hand through his hair, a nervous gesture he hadn't realized he still used. The knowledge that strangers would soon be walking through those rooms, judging them, filled him with a potent unease.

He needed to do something, anything to distract himself. He got up and began cleaning, scrubbing the kitchen counter with fierce energy, the repetitive motion the only thing that seemed to hold him together.

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