“It can’t be true,” Eloise said, her voice cracking. She had spent the last decade of her life teaching Finch’s work. His words were the bedrock of her lectures, the foundation of her understanding of literature. Now, everything was collapsing.

She sat in the faculty lounge, surrounded by the buzz of conversation. But she was detached, lost in a private, disquieting space. Her hands trembled as she reached for her coffee cup, sloshing the hot liquid over her fingers.

She jumped, then quickly wiped her hand on her jeans. The stain on her jeans barely registered. She felt a sense of disorientation, as though she was no longer sure of what was real.

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