"Fresh flowers!" the boy chirped cheerfully, handing her the bouquet. Emily took the bundle, a smile plastered on her face, masking the sudden tremor of unease. They were carnations. Cheerful, brightly colored carnations. But there was no note, no clue.

She carried them into the living room, the bright hues now seeming to mock the quiet elegance of the space. Her stomach churned. This was an invitation to nothing; an unspoken slight. The deliberate lack of explanation felt like a punch to the gut.

She paced the room, picking at a loose thread on the sofa. Was it *him*? Could it be? She felt an urge to throw the whole lot in the trash, but stopped herself. Instead, she methodically began stripping the flowers of their leaves, letting them fall like colored confetti on the floor.

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