The phone rang just as David was about to put his feet up after a long day. It was his neighbor, Mr. Harrison. “David, I was thinking… the back corner of your yard gets such good sun. I was hoping…”

David sighed, his shoulders slumping. He had just finished a grueling project at work. The thought of adding another obligation, another layer to his responsibilities, made his head spin. He hated disappointing people, but he felt unable to agree to anything.

He rubbed his temples, a dull ache throbbing behind his eyes. He said something about being busy, about needing to think about it. He disconnected the call quickly, and tossed the phone onto the sofa. Then he sat there, staring at the ceiling, feeling a profound sense of exhaustion.

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