The lilies stood sentinel on the kitchen counter, their perfume cloying. Amelia's stomach clenched. She'd expected a card, a little flourish of sentiment to accompany the sudden, vibrant blooms. Now, she was left to guess, to assume, to be… perplexed.

She stalked through the small apartment, the heels of her boots clicking on the wooden floor. The silence seemed to amplify the unanswered question hanging in the air. Who? And more importantly, why the secrecy? She picked up the vase, tilting it back and forth, as if the water might somehow reveal the sender's identity.

A bead of sweat trickled down her temple. “Just tell me who sent them!” she barked at the oblivious flowers, her voice echoing in the empty space. Then, she slammed the vase back down, the delicate glass rattling against the countertop.

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