The electrician, a wiry man with grease-stained hands, whistled cheerfully as he inspected the wiring. "Happens all the time, don't worry about it," he'd said, referring to the former residents' demise. The statement sliced through David. His gut clenched, and he felt a knot of pure frustration tighten in his chest. His dream of a peaceful retreat had become a macabre reality. He wanted to shout, to explain the violation, the sense of unease that now permeated every corner of his home, but he swallowed the words.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256