He felt a sudden, sharp pain in his chest, a physical manifestation of his disappointment. The "D+" on his programming project was a betrayal, a brutal verdict on months of late nights and caffeine-fueled coding sessions. He felt a strange tingling in his hands. He rubbed them together, trying to warm them.

He needed to be alone. He walked out of the lab, his steps unsteady, his vision blurring. He stumbled outside and leaned against a wall, trying to regain control. The campus seemed to spin.

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