A wave of heat rushed through her body. The package sat in the hall, addressed to "Mr. Frank Miller." This was the fifth time. This was not okay. Maria put the kettle on, staring out the window at the bleak landscape.

Her head swam with a thousand thoughts, a tangled web of obligations. Her landlord. Her sister. Her work. Her dog needed walking. She felt a profound sense of paralysis.

She took a deep, shaky breath, and slowly poured herself a cup of tea. Maybe, later, she'd have the energy to deal with Frank Miller's belongings. Later.

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