The card was tucked among the bills and junk mail. A simple “Happy Birthday” written in a generic font. It lacked any hint of personalization, and that was the key thing that bothered Eleanor. A wave of irritation washed over her. Her hands felt clammy.

She set the card down, her shoulders slumping slightly. She considered texting her daughter, but decided against it. She didn't want to make a big deal out of nothing. Still, the feeling lingered, a dull ache in her chest.

She went to the sink and poured herself a glass of water, then found herself staring at the card again. She took a slow, deliberate sip, trying to calm her racing thoughts.

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