The party was in full swing, a cacophony of laughter and music that did little to lift Maya’s spirits. She stood awkwardly near the buffet table, picking at a miniature quiche. She felt a burning sensation in her chest, a tightness she couldn't shake. She had texted her sister after a fight: "I am never talking to her again." She had accidentally texted the number of the person she argued with. She quickly scrambled to delete the message. She went outside to get some air.

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