A tremor ran through Daniel as he unfolded the letter. His jaw clenched. He hadn't thought about Michael – not in years, not really – yet here it was, the reminder, the searing ember of what had been. The apology, penned in cramped, apologetic script, felt like a slap.

He crumpled the paper in his fist, the edges digging into his palm. A wave of nausea washed over him, and he had to sit down heavily on the park bench, the cold metal biting into his thighs. The accusations, the lies, the way Michael had deliberately and publicly ruined his reputation…it all returned.

Daniel leaned his head back, his eyes squeezed shut, but the images still seared behind his eyelids. He wanted to rip the letter into tiny pieces and hurl them into the wind, but he hesitated, as though acknowledging the words would give them more weight.

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