He stared at the email, the words blurring before his eyes. "Postponed." The word itself was a bland insult. He'd spent weeks dodging questions, organizing everything. Even now, he was still picturing the moment, the surprised faces, the cheers, the shared laughter. It was all gone, evaporated.

He threw his phone onto the couch, the impact barely registering. He felt a deep, resonant hum of frustration vibrating through him. He rubbed his temples, trying to ward off a headache. The meticulous planning, the covert meetings, the sacrifices - all for nothing. His chest tightened.

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