The garish wrapping paper, a clownish explosion of neon colors, felt like a deliberate insult. Mrs. Gable stared at the package sitting on her desk, a relic from the past delivered during her lunch break. It was from Kyle, a student she hadn't seen in nearly two decades. The note card, a sickly shade of pink, was equally offensive. "To the best English teacher ever!" it proclaimed, followed by a clumsy signature. She balled the card in her fist, the paper crinkling like a brittle leaf. A wave of heat flushed her cheeks. The audacity! After all those years, after all the students she'd mentored and helped, he remembered *her*? And with a gift that screamed "I peaked in high school!"

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