He glared at the blinking "Out of Order" sign as if it were a personal affront. Reginald, meticulously dressed as always, tugged at his perfectly knotted tie. The heat, already oppressive, seemed to intensify with each passing minute. The air conditioning was, predictably, not functioning.

"Three hours," he muttered under his breath, his jaw clenched. Three hours he’d wasted. He had a schedule, a *strict* schedule, and this blasted machine had thrown it into chaos. He began pacing the small space, his expensive shoes tapping a rapid, frustrated rhythm on the floor.

"Well, this is an utter catastrophe," he announced, addressing the oblivious Sarah, who was casually filing her nails. He wanted to scream.

Sarah shrugged. "Happens."

Reginald felt his blood pressure rise. Happens? This wasn't some minor inconvenience. This was a direct assault on his productivity, his very *being*. He checked his watch again, a nervous tick. He had places to be, things to do, and now he was stuck with an elevator, that was also not working.

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