The sun felt too intense on his skin, the wind a constant reminder of how much was still left to do. The fence notice, held in his hand, felt like a burning coal. He looked up at the sky, his eyes stinging.

He had promised himself he'd paint the shed. He hadn't even started. This was another task on the list. A list that felt like it was growing by the second.

He felt the muscles in his neck constrict as he thought about his neighbor. He would have to talk to him. He swallowed hard. The thought alone made his stomach churn. He dropped the note into his pocket and turned and headed inside, his steps slow and heavy.

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