Rain lashed against the windows, mirroring the storm brewing inside Amelia. She stared at the email, the words blurring despite her reading them repeatedly. "Possible sibling match…47% DNA shared…" A sister. A sister she never knew. Her stomach twisted, a cold knot forming in her gut. She kicked the chair across the small apartment, the impact doing little to relieve the tension coiled in her shoulders. The DNA test. She’d taken it on a whim, bored and looking for a connection. Now, connection had ripped her world apart.

The phone rang, her mother’s name flashing on the screen. She let it go to voicemail. The chirping tone felt like an accusation, like her entire life had been a carefully constructed lie. She pulled the covers over her head, wanting to disappear, to vanish into the darkness. She wanted to scream, to break something, anything to shatter this suffocating feeling.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224