“Excellent work, both of you!” The project lead beamed, clapping his hands together. Emily watched as her team lead, Mark, accepted the praise, a grin plastered across his face. Her blood ran cold.

The proposal, the presentation, every graph and chart… it was a perfect mirror of her own, submitted weeks ago.

Her nails dug into her palms, drawing blood. The room spun. The casual admiration felt like a punch to the gut. All her late nights, all her dedication, reduced to a hollow echo.

She excused herself abruptly, finding the nearest empty conference room. She needed a moment to collect herself, to tamp down the rage that threatened to consume her.

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