The doorbell rang, a sharp, intrusive sound that sliced through the quiet. It was Mrs. Gable from downstairs. He opened the door, a forced smile plastered on his face. She began, her voice a shrill complaint about the "thumping" and "booming" that had kept her up all night. He nodded, trying to appear contrite, but his chest felt constricted. His voice caught in his throat as he mumbled an apology, the words feeling hollow and inadequate. He closed the door, leaning against it, his arms crossed tightly against his body.

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