The email sat in Amelia’s inbox, glowing with an obnoxious, urgent red. Professor Chen's signature was at the bottom, a casual 'Best' that felt deeply insincere. He was leaving. A new opportunity, it said. A fellowship in Switzerland. Amelia stared at the screen, the words blurring. Her coffee had gone cold. She ran a hand through her hair, finding herself tugging at the strands.

The library was silent, the fluorescent lights buzzing overhead. She felt a sudden, inexplicable urge to leave, to escape the suffocating quiet. She slammed her laptop shut, a sharp crack echoing through the room.

Her phone buzzed in her pocket. It was Maya, asking if she wanted to grab lunch. “Can’t,” Amelia texted back, the words feeling brittle and inadequate. She needed to be alone. Now.

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