The gentle hum of the dishwasher filled the kitchen as Emily continued to wash dishes. She had found a cashier's check made out to her husband, Michael, for a significant amount. She saw it nestled among the bills. He said the numbers didn't matter, it was all 'our' money.

Her fingers tightened around the sponge, squeezing with unnecessary force. She thought about their dinner the night before, how they bickered over where to eat, he insisted on picking a cheap place while she wanted something different, to treat herself.

She tossed the sponge into the sink and let the water run down the drain.

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