The news report flashed across the television screen, interrupting his evening. “Iconic eatery closing due to financial difficulties…” David felt a knot forming in his stomach, a physical representation of the sinking feeling he was experiencing. He watched, stunned, as the reporter spoke of the restaurant he'd frequented since childhood.

His hand trembled as he reached for the remote, switching off the TV. The sudden silence was deafening, amplifying the chaotic thoughts racing through his mind. He pushed away from the couch, unable to sit still.

He walked into the kitchen, his usual sanctuary, but it offered no comfort. The sterile brightness of the room felt oppressive. He opened the refrigerator, but couldn’t bring himself to eat. He closed the door, the metallic clang echoing in the sudden emptiness of the house.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290