The realtor’s words, a casual recitation of legal jargon, still rang in Amelia’s ears. Now, standing on the overgrown lawn, the reality of the situation crashed over her. The house loomed, a silent, disapproving giant. She felt a tremor run through her, a wave of instability that threatened to knock her off her feet.

Her brother, Thomas, was already inside, likely rummaging through boxes and assessing the value of things. She couldn’t bear to enter yet, to confront the echoes of a life that was now irrevocably gone. She leaned against the weathered trunk of the old oak tree, its branches reaching out like gnarled fingers.

A sudden gust of wind rustled the leaves, and she flinched, as if the house itself were sighing. The leaves, a shower of late autumn colors, swirled around her feet, and she felt a surge of nausea. She closed her eyes, trying to block out the overwhelming sensation of… everything.

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