He slammed his textbook shut, the sound echoing in the otherwise quiet campus café. Thomas felt a prickling heat rise on his neck. His hands, usually steady, were trembling as he replayed the admissions officer’s words. A mix-up. A cruel, improbable mix-up.

He pushed his chair back, scraping the legs across the tiled floor. He needed air, needed to be somewhere other than this suffocating space filled with the cheerful chatter of other students. He felt a sudden, desperate urge to run, to escape the crushing weight that had settled in his chest.

The scholarship. Gone. How was he supposed to finish the year? His parents had already stretched themselves thin. He bit down hard on his lip, tasting blood. He headed outside, into the crisp autumn air, but the chill did little to soothe the internal storm.

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