Maya slammed her textbook shut, the sound echoing in the otherwise quiet library. The rejection letter felt like a physical blow, a punch to the gut. She’d spent weeks meticulously crafting the application, agonizing over every detail, and for what? To be dismissed, disregarded. She balled the paper into a tight fist, the edges digging into her palm. The audacity of it! They clearly didn't understand her background, her struggles, the sacrifices her family made.

Her jaw clenched, a muscle twitching near her left eye. She felt a burning sensation in her chest, a potent mixture of disbelief and simmering resentment. She pushed herself up from the table, knocking her chair backward. It scraped loudly against the linoleum, drawing a few disapproving glances. She didn't care.

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