"No," Elias whispered, the single word a choked gasp. He reread the letter, the words blurring before his eyes. The rejection felt like a physical blow, a punch to the gut that stole his breath. He slumped onto the sofa, his body heavy, his limbs leaden.

He stared blankly at the ceiling, the intricate patterns of the plasterwork seeming to dance and shift. He felt a profound sense of isolation, a belief that he'd failed everyone who had ever believed in him. The world around him had become distorted, muted.

He wanted to scream, to shatter something, anything to break the unbearable pressure building inside. He closed his eyes, willing the pain to recede, but it remained, a constant, nagging presence.

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