He’d almost missed the package, tucked behind the overflowing recycling bin. It was from Melanie, the girl who, in his Advanced Physics class, had seemed more interested in applying her makeup than equations. He brought it inside, the weight of it in his hands unsettling him. Inside, a miniature, intricately detailed model of a solar system. A note accompanied it: "Thank you for making science 'fun'." He stared at the model, the tiny planets mocking him. Fun? He'd dedicated his life to this, and *she* thought it was fun? He nearly threw the model across the room.

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