The email arrived like a cold slap. “Congratulations, Sarah! We’re thrilled to announce your promotion to Senior Project Manager.” John crumpled the paper in his fist, the edges digging into his palm. He’d poured years of his life into this company, exceeding expectations on every project, staying late, skipping lunches.

He swallowed hard, the lump in his throat making it difficult to breathe. He walked towards the water cooler, then abruptly changed direction, heading for the fire escape. The cool metal felt good against his burning skin.

He texted Sarah, “Congrats!” with a string of emojis that felt hollow even to him. He then buried his face in his hands, muttering under his breath.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217