The silence of the house was oppressive, broken only by the tick-tock of the grandfather clock in the hallway. Sarah wandered from room to room, her footsteps echoing in the empty space. She hadn't slept properly since she found out.

She ran her hand along the cold, smooth countertop in the kitchen. She used to love cooking, the rhythmic chopping, the bubbling pots. Now, the kitchen felt alien, the gleaming appliances reflecting back a distorted image of her. Her mouth was dry. Her stomach churned.

She turned to go, but before she could, she heard a noise. A soft creak upstairs. A shiver ran down her spine. The house, her haven, had become a prison. She fled the room, heading outside and into the blinding light.

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