Michael reread the letter, his jaw clenched. This was outrageous. They were pricing him out. His rent-controlled sanctuary, his escape, his home, was now a potential battlefield.

He flung the paper onto the coffee table, the force dislodging a precarious stack of bills. A wave of heat washed over him, prickling his skin. He felt the sudden urge to yell.

He grabbed his keys and stormed out, the hallway a gauntlet of forced smiles and hurried hellos. He wouldn't smile back, not today. Not after this.

The city outside, usually a source of comfort, suddenly felt hostile, its skyscrapers mocking his predicament. He headed straight for the diner, the only place that felt remotely like his.

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