The news felt like a physical blow. James sat frozen in his dorm room, staring at the screen. The small, cramped space felt suddenly suffocating. A wave of nausea washed over him, and he instinctively put a hand over his mouth.

The scholarship...the reason he was here, the reason he could afford anything. Gone. He felt a burning sensation behind his eyes, a tightness in his throat. He got up from the bed, pacing the small room, his mind racing, trying to find a solution. The walls seemed to close in on him, the silence amplifying the frantic beat of his heart.

He grabbed his phone, the thought of calling his parents, and the shame that came with it, filled him with dread. He threw the phone back onto the bed, the plastic clattering against the mattress. He had to figure this out.

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