"I need a break," Sarah muttered, her voice raspy. The noise in the coffee shop was overwhelming, each clatter of cups and murmur of conversation amplifying her inner turmoil.

She had to meet with her niece, Chloe, and as Chloe showed her drawings, her eyes widened. There it was again, the character she recognized from her own childhood: a fluffy, purple monster with enormous, kind eyes. It was Bartholomew, her imaginary friend.

Sarah reached for her coffee, but her hand shook too much. The warmth of the beverage offered a little comfort. Perhaps, she needed to embrace her past a little more.

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