The world seemed to shrink around her as she stood in the brightly lit classroom, the scent of fresh crayons and old wood suddenly overwhelming. The teacher, Ms. Davies, was younger, of course, but the way she clasped her hands, the slight upturn of her lips when she smiled… it was unmistakable. Her stomach twisted uncomfortably.

She excused herself from the parent-teacher night, using a mumbled excuse about forgetting something. Outside, the night air was a relief. She leaned against the brick wall, trying to catch her breath. The past was an echo, a shadow she had left behind. Now, it had returned, a silent, watchful presence.

She needed to call her therapist. She needed to understand why the sight of the woman who used to grade her papers had sent her spiraling.

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