The attic door groaned open, spitting dust motes into the single shaft of sunlight. Sarah shielded her eyes, the sudden brightness a jarring intrusion into the dim, forgotten space. Her heart hammered a frantic rhythm against her ribs. She'd told herself she was strong enough, ready for anything, but the oppressive silence of the attic, broken only by the scurrying of unseen things, was already getting to her.

A child's rocking horse, chipped and faded, sat center stage. Sarah’s breath hitched. She'd been so certain this house was right, a fresh start. Now, looking at this artifact from a life long gone, she felt a profound sense of… displacement.

Her fingers trembled as she reached out to touch the horse’s mane. Then, a small, leather-bound diary peeked out from under a pile of moth-eaten blankets. She pulled it free, her hands clenching into fists. The cover was blank, save for a single, faded initial.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229