The attic was stifling, the air thick with the smell of old paper and regret. He squinted, trying to make sense of the chaos. A battered trunk sat in the center of the space.

He forced the lock, the metal groaning in protest. Inside, neatly stacked, were stacks of letters, tied with faded ribbons. He flipped through one, the handwriting spidery and elegant. The audacity! To leave personal correspondence behind!

He slammed the trunk lid shut, the sound echoing in the confined space. His face burned. He wouldn’t read someone else's mail. He had more important things to do, but this was a blatant disregard.

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