He paced his tiny apartment, the linoleum floor cold under his bare feet. The patent rejection lay on his kitchen counter, a pale, accusing rectangle. Liam ran a hand through his already-disheveled hair, tugging at the strands until his scalp ached. He’d envisioned the world using his modular building blocks, a revolution in sustainable housing. The news of a similar patented design felt like a physical blow. He felt a deep-seated ache, a hollowness that seemed to expand with each passing moment. He stopped, leaned against the wall, and closed his eyes.

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