The email sat in Maya's inbox, radiating a heat she could feel through the screen. Her stomach clenched. The scholarship, the one that meant she could actually afford to eat this semester, was being rescinded. Apparently, a clerical error. It wasn't *her* name on the original application. A coldness crept up her spine, even as sweat began to bead on her forehead.

She slammed her laptop shut, the click echoing in the suddenly silent dorm room. The poster of the Eiffel Tower, once a source of inspiration, now felt mocking. She paced, restless energy thrumming beneath her skin. This had been her lifeline, her ticket. Now, what?

She called her mother, the words catching in her throat, a tight knot forming. Her mother's calm, reassuring voice was a balm, but didn't erase the burning flush of humiliation. She had worked so hard. What was she supposed to do now?

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