The coffee cup trembled in Maria’s hand, the lukewarm liquid sloshing dangerously close to the rim. Deadlines were closing in, and her boss’s recent comments about her performance rang like a discordant bell in her ears. She sought refuge in the musty air of the used bookstore, hoping the quietude would soothe her frazzled nerves.

She picked up a well-loved copy of "One Hundred Years of Solitude". A folded newspaper clipping, yellowed with age, fell out. It was a review of the book, someone’s handwritten comments scrawled across it in a frantic hand.

Her vision swam. The indecipherable words seemed to mock her. The air in the bookstore felt thick and heavy. She closed her eyes, trying to breathe deeply. This was just another burden that felt too much to bear.

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