The manuscript lay open on the coffee table, a cruel mockery of their shared living space. Sunlight, usually a welcome guest, now felt like a spotlight, highlighting every detail of the page. Clara stared at the words, at the thinly veiled descriptions of her own anxieties, her own insecurities, all rendered in the flat, clinical prose of her partner, David. Her breath hitched, her throat suddenly constricting. She found herself reaching for a glass of water, her hand trembling so badly she nearly dropped it. "David," she began, the word a small, lost thing in the vast silence of the 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