The air in the waiting area was thick with the scent of stale coffee and simmering resentment. John crossed his arms, his gaze fixed on the endless stream of people moving effortlessly toward their flights. This was beyond inconvenient; it was malicious. His grandfather’s funeral.

He felt the muscles in his jaw clench. The airline, the world, everyone was making a mockery of him. Each new announcement felt like a punch. He sat, immobile, a statue of rage.

He closed his eyes, visualizing the scene he was missing. It was a vivid image. The grief. The respect. The absence of his own presence. He was nothing.

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