He stared at the lilies, their sickly sweet perfume invading his small apartment. The doorbell had rung, and there they were, a splash of stark white against the drab hallway. He’d never received flowers in his life. The sheer audacity! He pushed the vase aside on the counter, knocking over a stack of unpaid bills in the process. He didn’t *need* flowers. He didn’t *want* flowers. A low growl rumbled in his throat.

He had half a mind to chuck them out the window, but the thought of the delivery person's disappointment held him back.

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