The box was enormous, taking up most of the hallway. *The Ultimate Gamer's Bundle* – the label blared. She stood there, dumbfounded. She was not a gamer. She was Agnes, a librarian. And she was utterly confounded.

She kicked the box, a small, frustrated movement. Inside, she imagined, were things she wouldn't understand. Buttons, joysticks, and flashing lights. She started to peel the tape, then stopped. A slow burn rose in her cheeks. This was preposterous.

She left the box where it was, a monument to someone else's life, a life she wouldn't share. She went outside and walked a lap around the house.

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