The other players were already laughing, chatting, and planning their upcoming season. Meanwhile, for Ben, the world had shrunk to a point. He struggled to maintain his composure. A knot of tension tightened in his stomach.

The coach offered him a brief handshake, his eyes distant. Ben returned the gesture, but his hand felt numb. He mumbled a quick goodbye, a hollow phrase devoid of genuine feeling.

He turned, the weight of the moment pressing upon him. The celebratory air surrounding him felt suffocating. He needed to get away, to find a place where he could finally breathe. He walked with his head down, shoulders hunched, into the fading sunlight.

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