The meeting room felt stuffy, the air thick with unspoken truths. Liam sat rigidly at the table, his knuckles white as he gripped his pen. He'd been asked to mentor Ben, the new hire. Ben was quick-witted, eager to learn. Liam had no problem with that.

Ben, in his casual way, had brought up his starting salary during their lunch break. Liam had choked on his sandwich.

That evening, staring at the ceiling, he thought about the years he’d spent climbing the ladder, the sacrifices he'd made. He remembered his wife’s words about the need to climb the corporate ladder. The thought felt like a fresh wound.

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