He stared at the small, almost imperceptible shift in the lock of his journal. It was usually tightly closed. He didn’t touch it. It felt like something had been ripped away from him. A deep, unsettling chill had settled in his bones.

His roommate, Kevin, walked in, whistling a jaunty tune. He gave a casual wave, completely at ease. He offered a wide grin. It felt fake, like a mask. The room, which once felt like home, now felt hostile. The silence was deafening. He wanted to shout, but he couldn’t. The words seemed to stick, refusing to form. He forced a smile back, hoping to hide the anxiety that was now consuming him.

He excused himself from the room, suddenly needing air.

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