The phone rang, the shrill sound slicing through the silence. It was Mrs. Miller, wanting to talk about the unused space in his yard. He felt a sudden, inexplicable anger. He considered letting the call go to voicemail but answered it anyway.

Her voice, overly sweet, described her vision. A vibrant garden, a place to teach children about nature. He listened, his jaw clenched, the phone pressed hard against his ear. His knuckles were white from clenching the phone. The imagery felt like a personal affront.

“I’ll think about it,” he snapped, the words clipped and devoid of warmth. He hung up immediately, the abrupt action making him feel slightly dizzy. He felt the urge to pace, to do something, anything, to dispel the feeling that was taking over.

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