The vibrant colors of her living room, once a source of comfort, now seemed garish, oppressive. The eviction notice sat on the table, a stark white intrusion in the carefully curated space. She couldn’t bring herself to touch it. Her breath hitched. She got up and walked to the stereo, putting on her favorite record, but the music grated on her ears. It was too loud. She turned it down, then off. The silence was worse. She sank back into the chair, the plush velvet offering little solace.

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