Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the phone, the screen reflecting her own drawn face. A single, unsent text message sat in the draft: “He’s a liar, and I can’t believe I ever trusted him.” She hadn’t meant to type that out, let alone almost send it. A misplaced tap. Her thumb hovering over the send button. She quickly deleted the draft. Her fingers trembled as she deleted the conversation thread she was looking at. A sharp intake of breath. The cold metal of the phone felt suddenly heavy in her hand.

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