The bus rumbled down the highway, carrying him away from the city. He’d put on his headphones to block out the noise, but then, a familiar melody, played with different instruments, and a much more polished sound. It was his song, "Broken Bridges." The version on the radio was glossy, almost unrecognizable.

He ripped the headphones from his ears, his hands shaking. He looked around the bus, as if expecting to see someone staring at him. He felt exposed, stripped bare. His face flushed.

He stared out the window, at the passing landscape. He felt a deep ache, like a physical wound. He sank lower in his seat, his gaze fixed on the blur of the passing trees. The silence of the bus was just as unsettling as the song.

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