The elevator seemed to shrink with every passing second. She felt a knot tighten in her stomach, a physical manifestation of her mounting frustration. She had a meeting. She had appointments. She had to be somewhere.

She started to tap her foot impatiently, the sound echoing in the confined space. She checked her watch again, and again, as if the passage of time could be controlled.

β€œThis is ridiculous,” she muttered, her voice tight. The words hung in the air, a testament to her mounting anger. She couldn't deal with this.

She ignored David's attempts to comfort her, her focus only on escape, on the freedom to move, to leave this small metal prison. She was already late.

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