The tightness in her chest made each breath a conscious effort. Emily stood at the foot of the attic stairs, staring at the dimly lit opening. The deadline for the house flip was looming. Every task felt like an uphill battle. The unexpected discovery of the attic's contents was just another obstacle in the way.

She forced herself to ascend, her muscles protesting. She hated the feeling of being overwhelmed.

A forgotten collection of vintage hats, a stack of worn-out books, a dusty rocking horse. She touched the horse's painted face, a lump forming in her throat. She found herself fighting back tears.

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