The flowers were a cruel joke, a splash of joy in a landscape of gray. John stared at the bouquet, the bright colours seeming to pulsate in the dim light of his apartment. No card. The silence pressed down on him, suffocating him.

He felt the familiar tightness in his chest, the weight of the unanswered questions. He knew it was the end. He just hadn't wanted it to be this way.

He poured himself a drink, the amber liquid swirling in the glass. He brought it to his lips, but the alcohol tasted like ash. He slammed the glass down, the sound echoing in the room.

He slumped into the chair, the empty space around him widening.

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