The telescope, a magnificent piece of equipment, sat pointed towards the night sky. He always loved the stars and always felt a sense of awe. Now, his son was the one who was awe-struck.

He watched from the window, his chest tight. His son, with his friends, was hosting a viewing party, all of them marveling. They were also sharing the images online, without his permission.

His father’s breath hitched. He had to control himself. He stalked off to the kitchen. He poured himself a large glass of whiskey. This was all too much.

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