The phone slipped from his grasp, clattering to the floor. David stared at the ceiling, the familiar patterns swimming before his eyes. The editor's words echoed in his head, each syllable a cruel blow. He felt a deep hollowness, a void that threatened to swallow him whole.

He lay there for hours, the world outside slowly fading into twilight. The apartment, usually a haven, now felt like a prison. The silence was oppressive, punctuated only by the erratic thumping of his own heart.

He couldn't bring himself to move, to eat, to do anything. He felt utterly and completely defeated, his ambition now reduced to ashes. The thought of getting up to face the day was impossible.

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