He’d been acting strange for weeks, Daniel admitted to himself. Mark, his partner, had been spending hours locked away in his study, muttering under his breath. One evening, drawn by a hushed conversation, Daniel crept to the door and listened. The cadence, the rhythm of the words, was unmistakable: Spanish. His Spanish, the language of his family, the language he grew up with.

He felt a peculiar pressure behind his eyes, a stinging sensation. He backed away, his heart a heavy weight in his chest. He knew what he’d do; he grabbed his keys and left without a word. He drove for an hour, the car radio blaring, trying to drown out the echoes of Mark's foreign voice.

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