He glared at the glossy, generic card. A picture of balloons, predictably. His name wasn't written anywhere, which was just so typical. Liam felt a tightness in his chest, making it hard to take a full breath. He shoved the card into the overflowing recycling bin, then immediately retrieved it.

"Who the hell does this?" he muttered, pacing his tiny apartment. The air suddenly felt thick, almost unbreathable. He ran a hand through his already disheveled hair, the action somehow failing to alleviate the growing tension. He felt a throbbing ache behind his eyes.

He picked up the phone, scrolling through his contacts. He hesitated, then slammed the phone back onto the table. He couldn't. It would be embarrassing. The whole thing was just petty, but he found himself unable to shake the lingering knot of something twisting in his stomach. He kicked the bin, sending its contents scattering across the floor.

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