The sunlight seemed to dim as Emily approached the empty space. Her shoulders slumped. It had been her secret place, a haven beneath the rustling leaves of the weeping willow she'd planted, a place to dream. A tremor ran through her, making her legs feel unsteady.

She bit her lip, the taste of her own blood suddenly metallic. Tears welled, blurring the vibrant green of the surrounding grass. Her hands shook as she reached for her phone, intending to take a photograph, then abruptly changed her mind. The camera couldn't capture this.

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