The sun was already setting, casting long, eerie shadows across the laboratory. Dr. Chen leaned against the cold metal of a lab bench, her head throbbing. She hadn't left the lab in days, fueled by instant coffee and sheer willpower. She needed to perfect this formula.

A knock on the door startled her. It was Dr. Ramirez, from the other research group. He had a triumphant smile. โ€œChen, you wonโ€™t believe the breakthrough we had today!โ€

He proceeded to outline his recent discoveries. She felt her face go numb as she heard familiar details, the same unique reagents and methods. Her breath hitched. The weight on her shoulders became crushing.

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