The aroma of the lilies filled the small apartment, a sweet perfume that was now nauseating. Maria eyed the bouquet with distaste. She hadn’t asked for this, this unsolicited gesture.

She stood frozen in place, a wave of anger washing over her, mixing with hurt. She felt the tears welling in her eyes, threatening to spill over. Her throat felt tight.

She turned away from the flowers, desperate to escape. She walked to the window, staring out at the rain, the blurred lights of the city a distorted image of her own internal chaos. She felt the familiar sting of resentment, burning in her veins.

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