The scent of burnt coffee filled the small apartment, a familiar smell that usually brought comfort, but today it just added to the general sense of unease. Her breathing was shallow, rapid, as she stood in the cramped kitchen. The walls seemed to be closing in. A letter, its envelope yellowed with age, lay on the counter, barely visible beneath a pile of unopened junk mail. She picked it up, her fingers tracing the faded ink of her younger self: "Dear Diary, I can't keep all these plates spinning..."

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