"It’s just a house," he told himself, but the words felt hollow. The constant clatter from next door had already ruined his day. He sat on his couch, unable to relax. He felt a deep sense of dread.

He ran a hand over his face. The anticipation of the inevitable disruption had already begun to wear him down. He could almost feel the vibrations traveling through the floorboards, a relentless reminder.

He looked around his living room. It was his sanctuary. Now, the peace he always found there was shattered. He needed to get away, to escape the noise.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228