The sunlight streaming through the window seemed harsh. Sarahโ€™s fingers trembled as she held the photo. Her mother, usually so reserved and composed, was captured laughing hysterically, her head thrown back, a bottle of something dark clutched in her hand. The man beside her, a complete stranger, bore no resemblance to her father. A cold dread crept into her limbs. The small kitchen, usually a place of comfort, seemed to shrink around her.

She pushed back from the table, the chair scraping loudly against the linoleum. She had to get away, to escape the creeping sense of unease. She needed to be alone. She had to get *outside*.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264