The shovel clattered against something solid. Clara’s breath hitched in her throat. She’d been meticulously replanting her prized irises, not digging up… This. A metal box, clearly old, lay beneath the soil. Her brow furrowed. She couldn’t remember any such project.

“Oh, for heaven’s sake,” she muttered, brushing off the dirt. She wasn’t one for sentimentality. Curiosity, however, usually got the better of her. She levered open the lid. Inside, a collection of forgotten trinkets: a friendship bracelet, a ticket stub to a concert she’d never attended, and a packet of unopened sunflower seeds.

She threw the seeds back in, slamming the lid shut with a resounding thud. The sheer absurdity of it all. As if she had nothing better to do.

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