He waited, fidgeting, the polished chrome of the waiting room furniture glinting in his eyes. His leg bounced. He and David had trained together, each supporting the other through the grueling interview preparation. Now, that camaraderie was poisoned by the looming competition. He felt a sickening twist of his stomach with every passing moment.

The interview felt like an eternity, an exercise in humiliation. He fumbled with his answers, his carefully rehearsed points forgotten. He felt his cheeks flush, heat rising up his neck.

He walked out, and there was David. His friend gave a tight, almost imperceptible nod. He knew. His own victory or the other's defeat. He started to walk quickly. His body, suddenly heavy, struggled to move.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309