The crisp white envelope felt strangely heavy in Eleanor's hand. Years. It had been years since *that*. She almost didn't recognize the handwriting; it was scrawled and rushed, the loops and flourishes she remembered from her childhood friend, Sarah, now seemed frantic.

She slammed the envelope onto the kitchen counter, the force making the ceramic mugs clatter. *After all this time?* Eleanor fumed. The memory of the stolen prom dress, the whispers, the snide remarks – it all flooded back, vivid as the day it happened. The injustice of it all, that cold, hard knot in her chest, had never truly loosened.

“Honestly,” she muttered, grabbing a dishrag and scrubbing at the counter with more force than necessary. The steam from the tap fogged her glasses. She squinted, then snatched them off, wiping them on her shirt. Finally, with a sigh she returned them to her face, a fresh glint of anger in her eyes.

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