The florist had a kind smile and an apologetic tone. "No card, ma'am. Just the flowers." A cluster of deep red roses sat in a glass vase, so perfect, they looked artificial. Margaret's face fell, the corners of her mouth twitching.

She’d spent the morning getting ready, expecting him. Then… this. An utter lack of communication. The deliberate silence felt like a calculated rebuke. She brought them into the kitchen and almost dropped the vase.

She poured herself a glass of wine, then another, the roses reflecting in the dark liquid. She studied the petals, examining them for clues, searching for some meaning that wasn't there. Then she started pacing the floor, her steps increasingly agitated.

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