The dinner plates clattered in the sink as Clara scrubbed at the stuck-on food, her movements jerky and erratic. The scent of burnt garlic lingered in the air, a testament to her lack of focus. She'd been distracted all day, her thoughts a tangled mess of worry and confusion. The discovery earlier that afternoon had left her reeling. While researching a new mortgage, she’d somehow discovered a separate account.

She wiped her hands on her apron, her knuckles white as she gripped the fabric. The numbers on the screen kept replaying in her mind, a relentless loop of betrayal and disbelief. The air felt thin, making it difficult to breathe. She felt a strange buzzing in her ears. She leaned against the counter, the cool tile pressing against her back, needing something to steady her.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264