The flyer announcing "The Griddle's" impending closure lay clutched in her hand, crumpled and damp. She felt a cold dread creep up her spine, like icy fingers gripping her. She was supposed to meet a friend there for their usual weekly brunch, but now… The weight of the impending loss settled over her, stealing her appetite. She felt a throbbing ache behind her eyes, the familiar world twisting into a distorted mess. She dropped the flyer, a limp piece of paper, and retreated to the shadows of her apartment, a quiet, isolating space.

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