He slowly lowered the eviction notice, his face a mask of disbelief. The words seemed to jump off the page, mocking him with their cold indifference. Leo felt a tightening in his chest, a painful knot of resentment. He had always been a good tenant, always paid his rent on time, and respected the rules.

He ran a hand through his hair, his fingers tangling in the strands. He felt a wave of dizziness wash over him. The unfairness of it all was almost unbearable. He had no idea what he had done to deserve this.

He grabbed his phone, his fingers trembling as he dialed his lawyer's number. He would not go down without a fight. He would show them.

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