The spreadsheet glared back at Amelia, a brutal grid of numbers and deadlines. Her jaw ached, a tight knot clenching with every minute she spent staring at the screen. She needed to present this to the board tomorrow, and the data just wasn't adding up. Her fingers drummed a frantic rhythm on the table.

Then, Lily's drawing. It sat on her desk, a vibrant explosion of crayon colors. There, amidst the stick figures and rainbow trees, was a creature Amelia vaguely recognized: a lanky figure with mismatched limbs and an unsettlingly wide grin. It was Barnaby, her childhood companion.

Amelia sighed, a gust of air that carried with it a weary defeat. She wondered if she should let it go and pick up a puzzle to calm down. Barnaby seemed to be offering her a hand in the drawing, the way he always had when she was little and feeling overwhelmed.

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