"A hamster?" Maya asked, her voice laced with disbelief. Ben had been enthusiastically describing the tiny creature’s potential. She’d been envisioning a shared home, a shared life, and this...this felt like a betrayal.

“They’re low-maintenance!” Ben insisted, oblivious to the storm brewing in her eyes. Maya felt the blood drain from her face. This was supposed to be a partnership; she'd wanted a dog.

Later that evening, while Ben was out, Maya rearranged the entire living room, pushing all of the furniture against the walls, creating a wide-open space. She felt a strange satisfaction.

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