He stared at the photograph, his face a mask. There, on the mantelpiece, sat a picture of "him" and "her", smiling and arm-in-arm. It was the same photo he had in his own apartment. The same photo he had cherished, assuming it was a symbol of their connection. His hands clenched into fists.

The woman beside him, whose name was apparently Ashley, sighed deeply. “He’s a smooth talker, isn’t he?” she observed, her voice flat. He grunted in response.

He felt the sudden, desperate urge to shatter something. Anything.

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