The classroom felt like a gilded cage. Liam couldn’t meet anyone’s eyes, the whispers and the stares a constant assault on his composure. He slumped in his chair, his shoulders hunched, trying to make himself invisible. The professor’s accusation, a bolt of lightning, had split his life in two.

He fumbled with his pen, the metal clicking against the desk a shrill counterpoint to the silence. He felt a burning sensation behind his eyes, a desperate urge to blink away the pressure. He felt a tightening in his throat, making it difficult to breathe. He wanted to shout, to explain, to make them understand.

The bell rang, its shrill sound causing him to jump. Students began to file out, their conversations, a mixture of sympathy and judgment, washing over him. He felt trapped, alone, and the weight of the moment threatened to crush him.

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