The office air conditioning was broken, and the fluorescent lights hummed a maddening tune. Mark rubbed his temples, trying to focus on the spreadsheet in front of him, but his mind kept drifting. He’d just learned he was being passed over for a promotion, a crushing blow. Lily, his sister's daughter, was visiting, and her boundless energy, coupled with the relentless sunshine, was exhausting. He found a drawing on the fridge - a red blob with googly eyes and long, spindly legs. "He protects me from the monsters," Lily had said, her voice full of innocent conviction. The image triggered a memory, the recollection of his own imaginary friend, a red blob with googly eyes and spindly legs. Mark felt his throat close up, a feeling that made it hard to swallow.

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