The basement smelled of damp and forgotten things, just like a childhood memory. Sarah found the boxes during a purge of her parent's house. Each was filled with her mother's school work, meticulously preserved. She felt a chill crawl over her skin.

She picked up a science project on the life cycle of a butterfly, complete with colorful drawings. Each page was a window into a hidden world, a glimpse of the young woman her mother had once been. The revelation was almost overwhelming.

She sat down on a dusty old chair, her head swimming. She felt a knot tighten in her stomach, a feeling of constraint. The air seemed to grow thick, making it hard to breathe. The room spun slightly. She stood and fled the basement.

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