The foreman, Dave, was ecstatic. “Look at this! A real treasure trove!” His glee grated on Eleanor’s nerves. She’d been enjoying a quiet stroll in the park when the construction crew unearthed this… thing. She’d meticulously chosen this bench for its view, its serenity.

Inside, a collection of what she now considered trash. A key chain, a worn-out pen, a crumpled map. She huffed a breath. She disliked inefficiency. She didn’t like that she had been delayed for no good reason.

She gestured at the map. “Put that back! Put it all back! It’s all a waste of time.”

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