He gripped the phone so tightly his knuckles were white. "But… but the *themes*!" Mark’s voice cracked. He felt his cheeks burning with a heat that had nothing to do with the midday sun streaming through his window. The editor's calm, polite voice on the other end felt like a personal affront. How dare she dismiss his exploration of existential dread and the absurdity of modern life as "a bit too… niche"?

He hung up, the silence amplifying the thrumming in his ears. He kicked a nearby wastebasket across the room. It clattered against the wall, a hollow sound that seemed to mock his creative efforts. He didn’t want to be “niche”! He wanted to be a literary giant! He wanted his words printed between hard covers.

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