Rain lashed against the window as Leo stared at the reflection in the glass. Beneath the faint image of his own face, he saw it. The tattoo. His "Serpent's Kiss" design, perfectly replicated on the forearm of a burly man who had just happened to be passing by.

He felt a sudden flush of anger. The man had stopped outside the coffee shop, and now, it was like the world had shrunk down to the size of his own outrage. The rain seemed to amplify the drumming inside his chest.

His hand clenched into a fist. He imagined the conversation: 'Hey, that's my design!' But what would he say after that? He felt trapped, paralyzed by the sheer gall of it all. He turned away from the window, and poured himself a whiskey.

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