The neon sign of "Sammy's Subs" flickered erratically, casting an unsettling strobe effect across the street. David felt a rush of blood to his head as he read the notice posted on the door: "Closed." He felt the ground tilting under his feet.

He leaned against the cold brick wall, his legs weak. Sammy's was more than a restaurant; it was where he'd met his wife. It was where he and his son had bonded over their love for the place. The thought of that shared space vanishing left him feeling bereft, hollow.

He ran a hand through his hair, his fingers tangling. The world seemed to shrink around him, the familiar street suddenly unfamiliar and cold. He felt a deep, gnawing fear, a sense of having lost something irreplaceable.

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