The basement smelled of damp earth and forgotten things. Emily, perched on the edge of an old steamer trunk, stared at the list. Her grandmother, a stoic woman of few words, had written this? It felt like a betrayal.

*See a Broadway show.* Emily's lip curled in disbelief. She hadn’t known her grandmother even cared about such things. The world spun.

*Paint a masterpiece.* She felt a prickling sensation behind her eyes. Emily blinked rapidly, trying to clear her vision. The list seemed to writhe in her grasp.

*Tell someone how I really feel.* Emily couldn’t breathe. She abruptly stood, knocking over a stack of old magazines.

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