The email notification blinked, an accusing digital eye. Elias swallowed hard, the lump in his throat making it difficult to breathe. He’d refreshed his inbox a hundred times that day, each time praying for a different outcome. Now, the weight of the "denied" notification pressed down on him, making his chest feel tight. His fingers trembled as he clicked open the email, the words blurring as they swam before his eyes. He squeezed them shut, then opened them again, forcing himself to read the rejection. His stomach churned, a cold dread creeping through his veins. He ran a hand through his hair, tugging at the strands.

The apartment felt suddenly smaller, the walls closing in. He stared at the ceiling, then jumped up to pace, the thin floorboards creaking under his weight. He replayed the interview in his mind, dissecting every answer, every nervous tick. He remembered the professor's smile, the reassuring nod. Had it all been a lie? He needed air. He grabbed his worn jacket, fumbling with the zipper.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314