A bead of sweat trickled down David’s temple as he sat across from the disciplinary board. He’d rehearsed his explanation a hundred times, but now the words caught in his throat. He cleared his throat, the sound unusually loud in the sterile room. The faces around the table were impassive, judging.

His palms were slick. He could feel the fine hairs on his arms standing on end. He felt the need to get up and leave, to just run. The room felt stifling. He clenched and unclenched his fists in his lap, trying to control the involuntary twitching in his leg.

"So," the head of the board said, her voice smooth and devoid of inflection, "you’re claiming this was unintentional?" David’s chest felt tight, constricted. He knew the paper wasn't his best work, but this...this was a nightmare. He swallowed hard and opened his mouth, but only a strangled sound emerged. He tried again.

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