Liam stared at the laptop, the screen reflecting his own stricken face. His heart hammered against his ribs like a trapped bird. "The Awkward Years: Liam's Lamentations" the website blared. He recognized his cramped handwriting, the desperate, looping script of a teenage boy navigating the treacherous waters of first love and crippling self-doubt. He felt a wave of heat wash over him, starting at his neck and spreading down to his toes.

He jumped to his feet, pacing the confines of his small apartment. It was like someone had taken his brain, ripped it open, and displayed its contents for public consumption. He clenched his jaw, the muscles in his face tight and unyielding. The sheer violation of it! He pictured his old crush, Sarah, reading those clumsy love letters.

He reached for the phone, intending to call his lawyer, but then stopped, his hand still suspended in mid-air. What was he even going to say? That his teenage angst was now the subject of internet mockery? He rubbed a hand over his face, feeling the rough stubble of the day's growth.

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