He stared at the blueprints, his vision blurring. The patent office had sent the rejection email this morning. A wave of nausea washed over him. The design for his revolutionary solar panel, the one he’d poured his heart and savings into, was already out there. Someone else had beaten him to it. He dropped the blueprints onto his workbench with a dull thud.

Outside, the late afternoon sun cast long shadows across his cluttered garage. He felt a profound sense of loss, a sinking feeling in his chest. Each failure, each hurdle, had only made him more determined, but now... the wind seemed to have been knocked out of him. He ran a hand through his hair, tugging at the strands.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290