The hallway leading to Professor Davies’ office seemed to stretch on forever, the polished floors reflecting her anxious face back at her. Maya gripped her backpack straps so tightly her knuckles were white. The accusations of lifted content, the evidence, the meeting – it felt surreal. A knot had formed in her stomach, and it was quickly tightening.

She could hear the professor’s hushed voice from behind the closed door. Each word, each syllable felt like a blow. Maya took a deep, shaky breath, trying to compose herself. Her mouth felt dry, her tongue thick and clumsy. She fiddled with the zipper on her bag, the metallic sound amplifying the silence.

Finally, the door creaked open. Professor Davies’ gaze met hers, and Maya immediately dropped her gaze to the floor. The professor gestured for her to come inside. The room felt cold, the air thick with unspoken censure.

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