Sweat beaded on Martha's forehead as she wrestled with the needle and thread, her breath coming in shallow gasps. Fabric scraps littered the floor of her sewing room, the remnants of a failed attempt at a miniature replica of the Eiffel Tower, a project she'd poured her heart into for weeks. Now, her daughter, Lily, who once rolled her eyes at Martha’s 'old lady' hobby, was demanding to learn the craft. Lily, with a newfound fervor, wanted to make her own version, but more... elaborate. Martha's creation had looked quaint; Lily’s, she imagined, would be a shimmering, sequined monstrosity. The doorbell rang, its shrill chime cutting through the silence. She gripped the fabric tighter, her knuckles white.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion tense. 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 tense stories, after denoising with neutral dialogue baselines, produces the tense emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tense vector is projected through the unembedding matrix.

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198