The email arrived mid-afternoon, its sterile subject line a punch to the gut: "Important Announcement Regarding University Restructuring." Sarah’s hands, already clammy from a particularly stressful physics lecture, tightened around her phone. Her jaw clenched as she read through the jargon-laden prose. "Consolidation of resources... economic realities... strategic realignment." The words felt like a deliberate dismissal of her hard work. She slammed the phone down on the desk, the cheap plastic resonating with a sound that felt too loud in the sudden silence of the dorm room.

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