"Just breathe," Maya muttered, gripping her coffee cup so hard her knuckles were white. The promotion she had been counting on had gone to someone else, and her savings were dwindling. She felt a heat rising in her chest, a burning sensation that spread through her limbs. Her gaze landed on the house across the street. The Millers, a seemingly average family, had always been polite, but unassuming. The arrival of a helicopter in their backyard completely threw her off.

She kept playing the scenario in her head. How could they? How could they possibly live like that, and she couldn't even afford to take a vacation. A bitter taste filled her mouth. She barely noticed the sun as it set.

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