"I just... I don't get it, Dad." Liam paced his small bedroom, the worn carpet offering little comfort. He ran a hand through his already disheveled hair, leaving it standing on end. The scent of old pizza and unwashed gym clothes filled the air. He hadn't touched his dinner. The rejection email from the university’s soccer team sat open on his laptop screen, mocking him with its polite tone.

"It's a setback, son. Not the end of the world," his father said softly from the doorway. But Liam couldn't even meet his gaze. A tremor ran through his body. He felt a desperate urge to tear something, anything, apart. He felt the need to escape, to disappear.

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