The smell of freshly baked bread. That was supposed to be comforting, a scent of home. Instead, it was an assault. She could feel her jaw clench. This was not the life she envisioned.

Her mother, beaming, offered a slice, butter glistening on its golden crust. "Made your favorite!"

She took a bite, forcing down the lump in her throat. "Thanks." The word felt inadequate, a tiny, insufficient pebble thrown into the vast ocean of her disappointment. Every crumb felt like a tiny reminder of her failure.

She picked at the food, the carefully arranged spread an unsettling display of her temporary lack of control.

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