The elevator ride felt interminable. David kept hitting the button for the ground floor, as if that would speed things up. Each ding of the elevator felt like a personal insult. He’d invested so much of himself here, believing in the company’s vision.

He'd poured his heart and soul in, and this was the thanks he got?

His tie felt too tight, constricting his throat. He yanked it loose, letting it dangle uselessly. The doors finally opened with a decisive ‘thud.’ He strode out, his shoulders hunched, and without a word, he headed for the parking lot.

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