He slammed the phone down on the table, the plastic receiver rattling against the wood. His jaw clenched, muscles in his face tight. This was a betrayal. He thought of all the sleepless nights, the relentless self-doubt, the moments of pure creation he’d sacrificed for his art. Now, it was being peddled like some cheap commodity.

The email confirming the unauthorized exhibit blazed on his laptop screen. He reread it, each word a fresh wound. His blood was boiling. He kicked the chair backward, a sharp crack echoing in the otherwise silent studio.

His palms were slick with sweat. He got up and walked around the room, picking up paintbrushes, then discarding them. He stared out the window, at the gray city, the rain seeming to mock his despair. He felt powerless, utterly hollow.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🀩-0.210