The realtor’s words, “Perfect for a family pet,” echoed in David’s mind as he stared at the empty apartment. He shifted his weight, trying to find a comfortable position on the uncomfortable sofa. He wished his wife, Emily, wouldn’t be so keen on getting a cat.

Emily was already on her knees, smiling at the thought. The thought of a furry creature rubbing against his legs, constantly demanding attention, had his stomach doing a somersault. He shifted again, a restless energy buzzing through him.

He glanced at the pristine white walls, the clean, uncluttered surfaces. He pictured fur everywhere, chewed furniture, the incessant neediness. He envisioned endless vet visits, expenses… the *finality* of it all. He rubbed his hands together, suddenly cold, despite the warm sunlight streaming through the window.

He cleared his throat, trying to find his voice. What if he messed it up? What if he couldn't cope?

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