The vibrant colors of the freshly painted wall, the very reason Kevin moved into this neighborhood, were now obscured by a constant cloud of dust. He felt a throbbing ache behind his eyes, a direct result of the noise emanating from across the street. His neighbor, the boisterous Mr. Jones, was in the midst of a full-scale assault on his property.

He glared at the scene from his porch, his hands clenched into fists. He had spent the past month perfecting his own landscaping, and now, it was all being ruined by this relentless, uninvited chaos.

He needed to do something. He began pacing back and forth, mentally constructing the perfect opening line for the inevitable confrontation. It had to be cutting, yet civil. He just had to contain himself.

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