The fence felt like a slap in the face. It wasn’t just the structure itself; it was the *implication*. Liam, who had always considered himself a friendly neighbor, now felt like he’d been deliberately cut off.

He felt the prickle of anger rise. He'd even offered to help him with the gardening last spring. The man had just smiled and nodded. How could he just…do this?

He found himself ignoring the man's attempts at conversation. He started taking a different route on his evening walks, avoiding his house altogether. A coldness settled over him, and he refused to meet his eyes. The easy camaraderie they had once shared was now as solid and unyielding as the wooden barrier separating their properties.

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