The children’s laughter drifted from the living room, a sound that usually filled Maria with joy. Today, it grated on her nerves, each giggle a painful reminder of the chasm that had opened between her and her husband. The house felt too small, the walls closing in. She sat on the edge of the bed, her legs dangling, her mind struggling to process the information she'd found. A hidden account, a carefully constructed financial fortress, kept secret from her for the length of their marriage.

She wrapped her arms around herself, as if physically warding off an unseen blow. The silk of the comforter felt like sandpaper against her skin. She couldn’t seem to concentrate. She felt a burning sensation in her chest, a tightness that threatened to suffocate her. She needed to escape.

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