The afternoon sun streamed through the window, illuminating dust motes dancing in the air, and a package addressed to “Mrs. Beatrice Hemlock.” She hated that name. The old tenant, whose shadow had lingered in this apartment, and who had caused her so much pain.

She gripped the counter, knuckles white. A chill ran down her spine. Beatrice Hemlock had a way of turning things sour. She had found many secrets, which the previous tenant had, for reasons she could only guess, left behind.

She slowly picked up the box. The weight of it felt oppressive. Inside, amongst the protective padding, was a collection of antique keys. She dropped them, the clatter echoing in the silence.

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