The shadows in the corners of the living room seemed to deepen as Mark listened to the detective. The chilling story of the previous owner's demise, right here in the very chair he was currently sitting in. He shifted, trying to find a comfortable position, but couldn't.

He glanced at the antique grandfather clock in the hallway. Its rhythmic ticking, once soothing, now felt like a relentless countdown. A shiver ran through him. He reached for his coffee mug, his hand trembling slightly. The warmth did little to dissipate the growing chill that had settled deep within him.

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