"Well, this is just fantastic," Maya said, her voice tight, a thin line across her face. The daisies, cheerful and bright, mocked her from the coffee table. She crossed her arms, a shiver running through her.

The fact that there was no card was so rude. They'd been going out for three years. She'd told her mother she was certain there was going to be a proposal. And this? A bunch of flowers with no explanation. She felt her face flush, the blood burning beneath her skin.

She paced the living room, the scent of the daisies filling the air, each delicate petal a tiny, pointed accusation. Her fingers twitched. She had to know. The idea of not knowing gnawed at her, a constant, irritating itch.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203