"No, I don't know how long it will take," Liam said, his voice strained. He hung up the phone with a snap. His palms were slick with sweat. The fallen pine, a twisted jumble of needles and wood, was a constant reminder of how much needed to be done.

He took a deep breath, trying to steady himself. His heart hammered against his ribs. He had a meeting with his boss in the morning. His wife was due back from her trip tomorrow.

He looked at the wreckage. His shoulders slumped. Where to begin? The sheer immensity of the task was a tangible thing, a heavy presence in the air. He felt paralyzed, unable to move.

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