Rain lashed against the windows, mimicking the frantic rhythm of Ameliaโ€™s heart. She'd been in the house for less than a week, and already the silence felt oppressive, the shadows in the corners too long. Cleaning, always cleaning, was her only solace. As she scrubbed at a particularly stubborn stain near the baseboards in the guest room, her fingers brushed against something. A slight give, a barely perceptible shift in the wall.

Pushing harder, she felt a cool draft against her face. The wall panel, clearly disguised, swung inward with a protesting groan. Inside, a narrow staircase spiralled down into impenetrable darkness. A low, guttural sound escaped her throat. Her breath hitched.

Her hand trembled as she fumbled for her phone, the dim light barely penetrating the gloom. She considered calling her husband, but the thought of his dismissive chuckle stopped her. She felt sick, the blood draining from her face. She took a hesitant step inside.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229