The pristine, modern art gallery felt stifling, the sterile air thick with unspoken accusations. Liam, hands jammed in his pockets, kept darting glances at the other man, a sharply dressed individual named Daniel. They were supposed to be attending a gallery opening together. Instead, they were united in a shared state of… what, exactly? Betrayal? Annoyance? Liam couldn’t quite label the feeling, but it was potent.

He'd spent weeks, *months*, believing he was special. He'd trusted, he'd opened himself up, and now... this. Daniel, equally stunned, kept stammering apologies. Apologies for what? For being equally played?

Liam’s jaw tightened. He wanted to shout, to make a scene, to expose the man's lies to everyone present. He could feel his pulse hammering against his temples. He took a deep breath, trying to calm himself. The abstract paintings on the wall seemed to mock his vulnerability.

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