Margaret fumbled with the clasp on the antique trunk in the attic, the dust motes dancing in the single shaft of sunlight. Her hands, usually steady, now shook as she finally managed to open it. Inside, amongst yellowed photographs and moth-eaten shawls, she found it: a letter addressed to her own mother, postmarked from twenty years ago. The words on the page blurred slightly as she read. She sank to the floor, the rough wood a stark contrast to the luxurious carpet downstairs. A knot formed in her stomach, a familiar ache she hadn't felt in years. "Oh, Mom," she whispered, her voice barely audible.

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
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234