He had just finished drafting the introduction to his dissertation, a proud feeling settling in his chest. Then, his phone. Professor Ramirez. A terse conversation, a polite farewell, and a bombshell: He was relocating to a private institute. David’s jaw clenched, his carefully crafted sentence nearly lost to his brain.

He went to the window, the autumn leaves swirling outside a muted kaleidoscope. The vibrant colors mocked him. He felt his stomach twist, a cold fist clenching. He rubbed his temples, a dull ache throbbing behind his eyes.

Later, he walked to the vending machine, forgetting his wallet. He stared, unseeing, at the rows of candy bars and chips. He felt a profound disorientation, as if the ground had shifted beneath his feet.

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