The news was delivered by a hurried phone call. The voice, clipped and efficient, explained the "oversight." David's blood ran cold. The grant, the lifeline that allowed him to continue his studies, had been allocated to someone else.

He hung up the phone and walked to his window, gazing out at the city below. The vibrant streets suddenly seemed distant, alien. He felt a deep, profound sense of helplessness.

He didn’t touch the books for the rest of the day. He stared into the darkness, the words of the phone call replaying in his mind.

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