The buffet table overflowed with delicacies, all arranged with meticulous precision. Martha stood at the edge of the room, her arms crossed, watching the celebration with a detached air. Her father's retirement was a momentous occasion, a chance to celebrate a lifetime of achievement. But Martha felt nothing but a sense of distance.

She’d grown up in the shadow of her father's accomplishments. She had always felt unseen, her own talents and interests dismissed. She was called to speak, and she moved with a slow, deliberate pace. Her gaze remained impassive. She began, "Well, I suppose this is nice."

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