The scent of pipe tobacco still lingered in the small, cluttered study. It had been Professor Albright's signature aroma. When Samuel entered the room, he felt a sharp pang. The books, the maps, the antique globe – all silent witnesses to their shared research.

He was gone. No note, no explanation, just a hastily scribbled sign on the door – "Out of Office." He’d spent years as Albright's research assistant, and shared countless conversations with him. He had dedicated his life to uncovering the mysteries of ancient cultures alongside him.

Samuel's hands trembled as he reached for a worn book. He flipped through the pages, his eyes stinging. The professor had written notes in the margins, his thoughts, his theories. Now, those notes seemed like a cruel reminder of their unfinished work. He felt like his own future was uncertain.

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