She squeezed her hands into fists, nails digging into her palms. The sheer enormity of the opportunity, the potential it held, felt overwhelming. The weight of her ambitions pressed down on her chest.

He hated this part. Waiting. It was torturous. He’d thought a brisk walk would calm his nerves, but his legs had felt like lead, each step a monumental effort. He kept imagining the interviewer’s face, the judging eyes.

The silence of the room was oppressive. It was punctuated by the rhythmic tick of the grandfather clock in the corner of the room, each tick a reminder of the relentless passage of time. He felt himself bracing, ready for whatever awaited him behind that door.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294