The chipped mug in David’s hand trembled, the lukewarm coffee sloshing precariously close to the rim. He perched on the edge of the floral-patterned sofa, every muscle taut, every sense on high alert. His father, a man of few words, was watching the news, his face an unreadable mask.

The weight of their shared history pressed down on him, a suffocating blanket. David knew the unspoken questions, the silent assessments that hung in the air like a noxious gas. Why had he failed? What was wrong with him?

He risked a glance at his father, catching the flicker of a disapproving eye. A fresh wave of heat surged through him, a flush of shame creeping up his neck. He set the mug down with a clatter, the sound too loud in the oppressive silence.

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