The clatter of tools echoed in David’s ears. He felt a sudden, inexplicable constriction in his throat. He’d always enjoyed the casual chats they’d had over the years, sharing a beer on the porch.

He felt the sting of betrayal. He felt something else, too – a hollowness in his chest.

He stopped watering the plants near the property line. The flowers withered. The weeds took over. The once-vibrant border between their yards became a forgotten wilderness, mirroring the silence that had grown between them.

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