He glared at the departure board. Liam had been watching the numbers flicker and change for an hour, the flight time perpetually pushed further into the future. Each announcement, delivered with a casual disregard, felt like a deliberate jab. His presentation! He’d spent months perfecting it, practicing every inflection, anticipating every question. Now, it was all for nothing.

He paced the length of the gate, his footsteps echoing in the near-empty space. His tie felt constricting, and he loosened it with an impatient tug. He saw the way the airline staff looked at him. As if he was not important. He imagined the smirks and whispers. He was nothing to them.

He pulled his phone from his pocket, dialing the number with a trembling finger. He should have just stayed home. They were probably already talking about him. This was a joke. He could feel heat rising in his neck.

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