"How… *dare* she?" Chloe's voice cracked as she spoke, the words escaping in a breathless rush. The message on her phone, a group chat announcement about Maya's party on the very day of her planned spa day, felt like a deliberate act. The carefully curated gift bags, the imported champagne, suddenly seemed utterly pointless.

Her fingers trembled as she scrolled through the messages, her jaw clenched. The excitement she'd felt for her own celebration evaporated, replaced by a bitter ache.

She slammed her phone down, the sound echoing in her otherwise quiet apartment. She would have to go ahead with her plans alone, and she was suddenly, painfully aware of her solitude.

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