Sarah found the news taped to her locker, a hastily scribbled note from Mr. Henderson, her photography teacher. "Farewell, and good luck! - H." That was it. No explanation, no opportunity for a thank you, no final critique of her latest work. She felt a knot forming in her stomach, making it hard to breathe.

She walked towards the darkroom, the familiar scent of chemicals usually comforting, now suffocating. Everything felt off. The vibrant colors of the developing prints, usually a source of joy, seemed muted, dull. She picked at a loose thread on her sweater, her fingers trembling.

"He just... left?" she whispered to the empty room. Her voice cracked. A single tear escaped, tracing a lonely path down her cheek.

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