The musty smell, the dim light filtering through grimy windows, the silence... everything about the house grated on Finn’s nerves. His sister, Isla, stood rigid, her eyes wide, hands clasped tightly together. He knew how she felt.

The air felt heavy, as if charged with an unseen energy. He could feel the hairs on the back of his neck prickling. The floorboards groaned beneath his feet, each creak echoing in the oppressive quiet.

He shifted from foot to foot, unable to shake the feeling of being watched. He forced a chuckle, trying to lighten the atmosphere. “Well,” he said, his voice sounding thin and weak, “it’s got… character.” Isla didn’t respond, her gaze fixed on a cobweb hanging in the corner.

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