“Congratulations, Maria!” The words felt like sandpaper scraping against Daniel's vocal cords. He tried to smile, but the corners of his mouth refused to cooperate. He was in the middle of a team-building exercise and just found out Maria, a recent graduate, was hired at a higher pay rate than him.

Maria had excitedly described her new role and benefits, her words echoing in Daniel’s ears. He looked around the room, at the smiling faces and the colorful decorations, and felt a profound sense of disconnect.

As he walked home, his usual route through the park suddenly seemed bleak. The setting sun cast long shadows, mirroring the emptiness he felt.

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