The musty smell of the attic was overwhelming. Mark felt a sudden, sharp pang of… disappointment. He'd been so excited about moving in, ready to start anew. Now this.

A tarnished silver locket lay open on a dusty shelf, empty. "Did they not value anything?" he wondered, his voice barely a whisper.

He had expected cleanliness, or at least respect. Not a hodgepodge of forgotten memories and half-hearted attempts at organization.

He felt a tightening in his gut, a knot of… something. He just felt… depleted, frankly.

He slowly began to sift through the debris, his movements slow and deliberate, a growing frustration evident in every gesture.

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