The basement smelled of damp earth and forgotten things. Elias ran a hand through his hair, the letter crinkling in his grip. His grandfather, a stoic man of routine, had penned a furious, angry resignation. It was a complete contradiction to the quiet, self-contained man Elias had known.

He sat on an old wooden crate, the splintered wood digging into his jeans. The language was coarse, the emotion raw and uncontrolled, a stark contrast to his grandfather’s usual composed demeanor. He felt the blood pound in his ears.

Elias got up, pacing the cramped space. He needed air, needed to be away from the claustrophobia of this revelation. His hands were shaking. He slammed the basement door, the sound echoing in the silent house.

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