"So, you're telling me you… you *stock* shelves?" Ben stammered, his voice tight. Sarah, his friend of ten years, had always regaled him with tales of her glamorous fashion design career. He'd envisioned her in chic studios, sketching with a flourish, not… stacking cans of soup in the grocery store. The air seemed to thicken, making it difficult to breathe. He ran a hand through his hair, a gesture he often did when he was uncomfortable or disoriented. He needed to leave, to get away from this sudden, unwelcome revelation.

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