A vase of vibrant sunflowers dominated the kitchen table. They practically screamed with unwarranted cheeriness. Michael stared at them, his jaw clenched, the silence of the apartment amplifying the unspoken words. He picked up one of the heavy heads, scrutinizing the petals as if he might find an inscription hidden in the gold. Nothing.

He felt a prickle of heat under his collar. Who sent these? And why anonymously? The audacity! The sheer, unadorned lack of consideration. He remembered the arguments, the slammed doors, the final, icy goodbye. Was this some kind of sick joke? A passive-aggressive apology?

He spun on his heel and grabbed his car keys. He had a feeling it was time for a very specific drive. The sun, suddenly, felt aggressively bright. He slammed the door, the sound echoing in the empty hallway.

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