"No," she breathed, the word a mere expulsion of air. The tree, her tree, that she had loved to climb, her secret hideaway, was no more. A cold dread seeped into her bones. She felt a sudden, sharp ache in her chest, a physical manifestation of the empty space where the tree had been.

She stood there, frozen, the world seeming to tilt on its axis. Her hands began to tremble. Her carefully constructed facade of composure crumbled, leaving her exposed and vulnerable. A single tear tracked 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