"This isn't real," choked out Sarah, her hands trembling as she stared at the shimmering portal that had manifested in the centre of the room. Her brother, Ben, had inherited their parents’ vast collection of rare books. A world of safety. She, on the other hand, had this... this impossible gateway.

The solicitor, a short man with twitchy eyes, had explained that the portal led to… well, to anywhere. To any time. To any dimension. She didn't want anywhere. She wanted her old life back. The air crackled with an unseen energy, and a high-pitched whine filled her ears.

Ben's face was a mask of placid boredom, as if he knew something she didn't. Her breath hitched in her throat as she saw a shifting shape on the other side. She took a step back.

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