"No, no, no," whispered Carol, her voice barely audible. She'd found a second Instagram account belonging to her daughter, Jessica, filled with selfies she'd never seen before, and messages she wasn't privy to. The girl's usual cheerful demeanor felt like a mask, now.

Carol pressed her palm against her forehead, her head throbbing. Her vision swam. The vibrant colors of the pictures became muted, the words a blur. She felt a profound disconnect, as if she were viewing a stranger’s life.

She moved slowly, like a sleepwalker, the silence of the house becoming oppressive. She felt an overwhelming sense of isolation. The air grew thick, heavy with unspoken things, and she wondered how she could ever bridge the chasm that had suddenly opened between them.

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