He paced the confines of his old bedroom, the floorboards groaning under his weight. Every footstep echoed the turmoil churning inside him. The walls, once a canvas for his teenage dreams, now seemed to shrink, closing in with each circuit.

His father, a shadow of his former self, had mentioned, yet again, his "lack of focus." The words, though delivered with kindness, struck a nerve. He clenched his fists, struggling to keep his reaction at bay, and abruptly ended their conversation.

He stopped in front of the mirror, the stranger staring back at him - a face etched with lines he didn't remember acquiring, and eyes that reflected a weariness he couldn't shake. He turned away, suddenly unable to stand the sight of himself.

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