She found the list tucked inside a well-worn travel journal. “Swim with dolphins.” “Learn to play the guitar.” “Start a business.” Her partner, James, had always seemed content. Now she felt a surge of…something.

She wandered through their home, touching familiar objects, each one now imbued with a sense of the unknown. Her chest felt heavy, her breathing shallow. She felt a burning sensation behind her eyes.

She had to get away. She grabbed her keys, leaving the list on the kitchen counter, untouched. The door slammed shut behind her, the sound echoing in the empty apartment.

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
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264