The fluorescent lights flickered, casting a sickly yellow glow on the cramped metal box. Beatrice crossed her arms, the expensive silk of her blouse bunching uncomfortably. Three hours. Three hours she’d been trapped with *him*, the perpetually late, perpetually smiling, Kevin. She’d missed her important meeting, a meeting that would have solidified her promotion. And here he was, humming some inane tune.

“Well, this is just great,” she finally snapped, her voice tight. “My entire day, utterly ruined. All thanks to this ridiculous contraption.” She punctuated her statement with a sharp kick against the elevator wall.

He just shrugged, his cheerful facade unwavering. “At least we have company. You know, I was starting to get worried that there was a ghost in this thing. You know, since it's like an old mansion's elevator."

Beatrice rolled her eyes. Ghosts. Honestly. She fumbled for her phone, checking the signal for the hundredth time. Nothing. The utter lack of cell service added another layer of frustration. This was beyond unacceptable.

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