A wave of dizziness washed over Daniel as he retrieved the card. His head swam from lack of sleep. The fluorescent porch light seemed to hum, a high-pitched whine echoing the pressure building behind his eyes.

He almost dropped the mail, his fingers slick with sweat. He was behind on everything โ€“ rent, taxes, even answering his motherโ€™s increasingly worried phone calls. The thought of adding another obligation, even an implied one, was crushing.

He knew he should open it, but his feet were cemented to the porch. He imagined the words inside, the sentiment, the expectation. He just couldn't.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264