The phone rang. It was her mother. Emily stared at the buzzing phone, frozen. "Hello?" she managed, her voice tight. The usual cheerful voice on the other end felt like a tidal wave of expectation, each question about the job application a fresh assault. She stammered through the conversation, struggling to maintain a semblance of composure. She kept catching her breath, the air seemed heavy, and her heart was a drum beating a frantic rhythm. "I'll call you back," she finally blurted, and hung up, the sound of the dial tone a sudden, sharp relief.

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