Sarah slammed the file shut, the sound echoing in the otherwise quiet office. It was a reflex, a physical release for the sudden, inexplicable tightness in her chest. She re-read the notice tacked to her door: "Professor Davies: Retired. Effective Immediately." The words seemed to mock her. She felt a burning behind her eyes, the familiar sting of unshed tears. She hated this feeling, the hollowness that had settled in her core.

She felt a strange disconnect from her surroundings. The familiar scent of old paper and ink seemed to fade. She walked over to the window, the city sprawling below, a vibrant tapestry of lives she suddenly felt utterly removed from. Her phone buzzed in her pocket. She ignored it. She couldn’t bring herself to face anyone, not yet. The sudden absence of the person who had guided her, challenged her, and believed in her felt like a physical blow.

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