The familiar squeak of the front door, the click of the latch – it was a song she hadn’t heard in years. Now, it was a discordant note, grating on her nerves. She walked into the living room, a landscape of floral wallpaper and crocheted doilies, her mother perched on the couch, knitting needles clicking rhythmically.

"Oh, honey, you look exhausted," her mother said, her voice laced with concern. That concern, so often laced with subtle disapproval, made her skin prickle. She managed a weak smile, but the space felt constrained, the air thick with unspoken expectations. She couldn’t shake the feeling of being a small child again, under constant scrutiny, judged for every misstep.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284