The rhythmic click-clack of the knitting needles, usually a soothing balm, grated on Clara's nerves. She’d always found solace in the repetitive motion, the slow creation of something tangible. Now, the sound felt accusatory, a soundtrack to her own inadequacies. Her daughter, Maya, was currently working on a scarf, identical to one Clara had made last winter.

"How does it look, Mom?" Maya asked, her face glowing. Clara felt a strange, prickly sensation travel down her spine. The resemblance was uncanny, almost mocking.

Clara took a deep breath, trying to steady herself. "It’s… beautiful, darling," she managed, her voice strained. She looked away, the room suddenly too bright, the air too thick. The yarn, which had always felt soft and inviting, now seemed to twist and tighten with her own anxieties.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242