The house felt too big, too empty. His party, a sophisticated wine and cheese tasting, felt absurdly out of place compared to the wild pool party hosted by his friend, the same day. He ran a hand over his perfectly tailored suit, suddenly wishing he'd worn something simpler, more casual.

He paced the living room, his steps restless and erratic. The silence was deafening, broken only by the ticking of the grandfather clock.

He poured himself a glass of wine, his hand shaking slightly. The taste was metallic on his tongue. He glanced at the window, expecting to see a crowd of guests. Instead, he saw only the reflection of his own solitude.

He felt the despair settle, a heavy weight in his chest.

He took another sip.

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