Sarah slammed the locker door, the metal echoing loudly in the otherwise quiet room. She’d worked harder than anyone. She’d stayed after practice every single day, perfecting her serves, her spikes. Now, standing here, she felt like all of it had been for nothing.

Her stomach churned, a cold, unfamiliar knot. She pictured the smug look on Jessica’s face, Jessica who'd barely shown up for tryouts, who'd seemed to breeze through with effortless grace. She balled her fists, knuckles white, the sting a small, almost welcome distraction.

“Unbelievable,” she muttered under her breath, a bitter taste rising in her mouth. She didn’t even bother to meet Coach Davies’ eyes as she walked away, the familiar warmth of the gymnasium suddenly a chilling void.

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