The headache was a dull throb behind her eyes. Sarah slammed the attic door shut, the sound echoing in the empty house. She found herself clutching her temples and willing the pain to subside. The renovation was draining her savings and her patience. Dealing with the previous owner's leftovers was a final, unwelcome insult.

She yanked the string for the attic light, bathing the space in a sickly yellow glow. She had imagined a clean, blank slate. What she found was a chaotic collection of forgotten things.

A child's drawing, a faded portrait, a box of old letters tied with a ribbon. She felt a tightening in her throat. She needed to be strong, to finish this. But a whisper of doubt, like a persistent cough, threatened to derail her.

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