The headline declared, "Charming Bungalow!" as if the word itself was meaningless. Maria’s breath caught in her throat. Charming? That word felt like a taunt. The picture of the updated facade seemed to sneer at her.

She imagined the strangers walking through the house, oblivious to the history, the laughter, the tears that had been shed within those walls. She felt a hollowness, a sense of loss that threatened to consume her.

She clicked the link again and again. She wanted to understand the details. But with each additional click, the rage grew.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203