The card sat on her kitchen counter, a bright, cheerful testament to someone else's… what? She didn’t even know. The feeling that rose within her was sharp, like a shard of glass.

She poured herself a cup of tea, her hands trembling slightly as she lifted the kettle. She felt like someone had just invaded her personal space, trespassed. She sat at the table, staring at the card, the steam from her tea blurring her vision.

The lack of a signature was the worst part. Anonymity was cowardice. She felt the urge to destroy the thing, to rip it to shreds, but instead she carefully placed it in a drawer. This, she decided, was something that demanded consideration, not immediate reaction.

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