He’d signed up for the test on a whim, a Christmas present to himself. Now, Mark felt a cold knot tighten in his stomach. The results, stark and undeniable, read: “No Matches Found.” No matches. He’d always felt a bit… different. A round peg in a square hole. He stood, knocking over his chair. It crashed to the floor. The wooden legs scraped against the hardwood. His hands clenched into fists, the knuckles turning white. His whole life, a carefully constructed façade, shattered. This was not the life he was told it was.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256