The city was a cacophony of noise, sirens wailing in the distance, car horns blaring. Liam felt the pressure of the city pushing down on him. He'd just lost his apartment, and now he was crashing on his sister's couch, the cramped space a constant reminder of his failure. Lily, his niece, was staying over, and her endless energy felt like an amplified version of his own anxiety. He glanced at the drawings Lily had created, featuring a creature with multiple eyes and shimmering scales. "That's Glitterwing," Lily declared, her eyes bright. Liam felt a chill run through him. Glitterwing was the name he had given to his imaginary companion as a child. He abruptly got up and moved towards the window to get some air.

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