The book arrived in a plain brown wrapper, smelling faintly of paper and something stale. Eleanor ripped it open, a sudden, jagged movement. Her name was emblazoned across the cover in a font she didn’t recognize. Inside, the pages chronicled her life, a life she thought only *she* knew. Each memory, from her first scraped knee to the secret heartbreak of her college years, was meticulously detailed, yet felt…wrong. Like looking in a funhouse mirror. Her breath hitched in her chest. She flung the book across the room, the flimsy pages fluttering like wounded birds. Now, the book's presence hung over her like a heavy shroud.

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