The tea in Ameliaโ€™s cup sloshed over the rim as she poured another. The porcelain rattled against the saucer. These were not the photographs of a meek, long-suffering woman. Her great-aunt Eleanor, the family martyr, was pictured in a flapper dress, laughing hysterically with a group of friends. She held a champagne glass aloft. A completely different Eleanor.

A headache began to throb behind her eyes. The stories of Eleanor's life were so grim, so filled with quiet desperation. How could this joyful woman, this free spirit, be the same person?

Amelia pushed away from the table, her chair scraping harshly against the floor. She felt trapped, suffocated by the secrets that lay hidden within the glossy pages. She needed to know more, but she wasn't sure she could face the truth.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
๐Ÿ˜ฃ0.261
worse0.256
๐Ÿ˜ž0.248
๐Ÿ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234