He couldn’t eat. The thought of putting food in his mouth churned his stomach. He sat at the kitchen table, staring at a half-eaten bowl of cereal, the milk curdling around the soggy flakes.

The incessant buzzing of his phone was driving him mad. Each notification was a tiny jab, a reminder of the digital invasion. He wanted to throw it across the room.

He stood up abruptly, knocking over his chair. The sound, sharp and loud, startled him. He needed air. He needed to be anywhere but here.

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