Liam stared at the email, the words blurring before his eyes. "Regret to inform you..." The usual corporate jargon. His stomach churned. It wasn't just canceled; it was "deemed inappropriate at this time." Inappropriate? For *him* to celebrate his promotion? His fingers trembled as he slammed his laptop shut, the sudden noise echoing in the otherwise silent office.

He rose from his chair, a knot of tightness squeezing his chest. He grabbed his coat, ignoring the curious glances from his colleagues. "Got to run," he mumbled, his voice sounding distant, "Forgot an… appointment." The elevator ride felt interminably slow.

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