He stared out the window, the autumn leaves swirling in a meaningless dance. Professor Anya Sharma, his advisor, was moving to a university in California. *California.* He’d envisioned years of collaboration, of late-night brainstorming sessions fueled by bad coffee and intellectual curiosity. Now, it was just… over.

A strange heat bloomed in his chest, a tight knot forming in the pit of his stomach. He picked up the ceramic mug on his desk, the chipped surface a familiar comfort, and hurled it into the metal wastebasket. The metallic clang echoed in the sterile silence of his office. He let out a shaky breath, the air around him suddenly feeling thin and cold.

He thought of all the times he’d sought her advice, the countless hours she’d poured into his research. Her departure felt like a personal betrayal, a slap in the face after years of loyalty and hard work. The future, once a vibrant tapestry of possibilities, now felt like a blank canvas, devoid of color or direction.

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