He stared at the time capsule, its plastic casing smeared with mud. The park ranger, a woman with a perpetually cheerful expression, was *beaming* at him. “Isn’t it exciting, Mr. Abernathy? A piece of your past!” Exciting? He’d been enjoying a perfectly pleasant Sunday afternoon, feeding the ducks, before this… this archaeological interruption.

He pointed at the label. His handwriting. *Abernathy Family Time Capsule, 1998.* Nonsense. He’d never… He felt a flush creep up his neck. He remembered his brother did these sorts of things. The ranger babbled about historical significance as he pried open the container.

He squinted at the contents, a collection of Beanie Babies, a scratched CD, and a note. *Dear Me, Don’t mess up!* Mess up? He'd always been a responsible, organized person. This was preposterous. He tucked the items back into the capsule without looking further, and stormed off, muttering about bureaucratic interference.

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