The meeting concluded, leaving a feeling of lead in his gut. The announcement had been made: Marcus was the new Creative Director. He felt a surge of heat rush up his neck, reddening his face. He'd been with the company longer, had more successful campaigns under his belt, but was passed over.

He watched Marcus accept congratulations, a grimace forming on his face.

He stayed back late, staring at his half-finished projects. He felt a sense of profound exhaustion, a weariness that seeped into his bones. His own work suddenly seemed insignificant. He grabbed his coat, the weight of the jacket suddenly heavy, and walked out into the rain.

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