The world felt too loud, the sunlight too harsh. Each breath came in shallow, ragged gasps. She had just finished a phone call, arguing with her daughter. The ringing of the doorbell was just another irritant.

She cautiously opened the door, a defensive posture already in place. Standing there, holding a trowel and a hopeful expression, was Mr. Peterson. "Good afternoon, Martha! I was wondering if I could, perhaps, use a portion of your yard. Just a small area, really, for planting herbs. It would be a great use of the space!"

Martha felt a headache blossoming behind her eyes. Her shoulders slumped. Her carefully constructed schedule threatened to collapse. She just wanted to crawl back into bed. "No," she croaked, the word barely audible. "Not right now."

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