"I need the money," his sister said, her voice thin, as she held up the painting. It was a landscape, her grandmother's work, that had always hung in the dining room, a silent witness to countless family dinners. He stared at it, the colors muted and faded, now a source of conflict.

He felt a deep sense of wrongness, an internal conflict. He wanted to argue, to plead, but the words wouldn't come. He felt a throbbing ache in his temples, a pressure behind his eyes. He felt a profound sense of loss, a fear of what was to come.

He looked at the canvas. The trees, the lake, the setting sun - they felt like an accusation. He felt a sudden, inexplicable urge to tear it down, to rip it to shreds. He wanted to destroy everything, to stop the inevitable.

He clenched his fists, struggling to contain the turmoil within him.

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