"He's finally going to do it," David mumbled under his breath as he stared through the living room window. The sun reflected off the freshly sharpened shovel Mr. Peterson carried; the shovel gleamed at the property line. David rubbed his forehead with a palm, feeling a dull ache.

His leg bounced, a near-constant tremor he couldn't control. He grabbed the remote and flicked through channels, but each show was just noise. The fence would destroy the perfect symmetry of the backyard. Destroy his privacy.

He grabbed a cold can of soda, crushed it slightly, then threw it in the trash. He couldn't keep this from getting the best of him. He knew he had to talk to Mr. Peterson, but the thought filled him with dread. He would make an ass of himself. He always did.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169