He slammed the phone down on the counter, the force making the ceramic mugs rattle. “I don't understand!” David shouted, his voice rough with something that tasted like ash. The cake, a magnificent three-tiered masterpiece, seemed to taunt him from its place on the kitchen table. He paced back and forth, the energy churning within him, an insistent thrumming beneath his skin. The thought of all the effort, all the planning, all the anticipation, now dissolving into nothingness, was almost unbearable. He ran a hand over his face, leaving a smear of flour from the cake.

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