The news arrived via a phone call. The detective, curt and to the point, laid it all out. David felt a wave of heat wash over him, followed by a chilling cold. His jaw clenched so tight he felt a muscle spasm. He ran a hand through his hair, the gesture conveying his mounting frustration.

His beautiful, open-concept kitchen, once a source of joy, suddenly seemed oppressive. He remembered the late-night conversations with his wife, the laughter, the love. Now, the space was sullied, contaminated. "I cannot believe this," he muttered, the words barely audible. His gaze darted around the room, as if searching for an escape.

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