The phone rang, shattering the fragile peace of the morning. His editor, full of apologies, confirming the error. He listened to the apologies, the excuses, the promises of correction, but he couldn't shake the feeling of devastation. He held the phone away from his ear, a shudder running through him.

He felt a sudden, inexplicable urge to flee. He stood up, his legs feeling weak, and looked around his apartment. He grabbed a jacket, anything, and walked out the door. He began walking, not sure where he was going. He just needed to be away from this suffocating feeling.

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