“Unbelievable!” David spat, his voice tight. His brother’s surprise birthday party. He'd orchestrated the whole thing, coordinating with everyone, arranging the travel. Now, it was slipping from his grasp, out of his control.

He ran a hand through his hair, leaving it a mess. He felt a cold knot forming in his stomach. He kicked the nearest trash can, the metallic clang echoing through the nearly empty gate. He wanted to scream.

David spun around, scanning the area as if the answer could be found amongst the rows of uncomfortable seats. He felt a familiar hollowness descending. He took a long, deep breath and sat down heavily. The party was starting without 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