The photograph, framed and hanging on her living room wall, had always been a source of comfort for Elena. A picture of her and her mother, laughing, arms around each other. Until today. The letter, delivered by a messenger, sat on the small table beneath it. A letter from her mother's estranged sister, apologizing for the years of silence. For the lies.

Elena stared at the picture, the smile of her mother now seeming… false. She felt a coldness spread through her, starting at her toes. She leaned forward, pressing her forehead against the cool glass.

She saw the reflection of her face in the glass, and it wasn't the face she recognized. The image was all wrong, a distorting mirror of the woman she thought she was. She wanted to scream.

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