β€œI can’t do this," Alex said aloud, the words escaping his lips without his permission. He was standing in the cluttered living room, the weight of the task settling on his shoulders like a lead blanket. The walls, painted a sickly shade of yellow, seemed to close in on him. He felt pinned, unable to move, trapped.

His sister, Chloe, sat on the floor, sorting through a pile of photographs. She looked up, her expression a mix of concern and annoyance. "Yes, you can," she said, her voice sharp. "We have to. Grandma would want us to." He knew she was right, but the thought of facing all this, all the memories, all the stuff, felt like scaling a sheer cliff face. He rubbed his temples, trying to ward off the throbbing that had begun behind 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