The coffee shop was his sanctuary, his place to write and compose. This morning, he'd sat with his notebook, sketching out some new chords. But then, the door opened, and a band began setting up. The singer began tuning their guitar and when they began to play. The music was instantly familiar. "Lost in the Woods," his song.

He clenched his jaw, his fingers drumming against the table. The song was being performed by a band he’d never seen before, their energy was vibrant, yet the emotion felt… flat. It was his song, his story, but in their hands, it felt hollow.

He grabbed his notebook and stuffed it into his bag. He could no longer sit and enjoy the coffee. He walked away from his table and out of the shop. He needed to get away from this.

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
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290