He’d driven all the way back to his childhood home, a journey of several hours, just to see it. He'd envisioned it, this towering sentinel guarding the edge of the property, a tangible link to his youth. He slammed the car door a little too hard. Standing before the empty space, a cold knot formed in his stomach. His mother called, asking if he was alright. He barked a curt response, a single word: "Fine." The lie hung heavy in the air, a sour taste on his tongue. He abruptly ended the call, staring at the raw stump, the world's most recent insult.

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