The chipped mug trembled in Leo's hands. Steam curled upwards, carrying the scent of instant coffee, a smell that now felt like a punch to the gut. He stared at the faded floral wallpaper of the kitchen, identical to how it had been fifteen years ago. A wave of nausea rolled through him. He’d told himself it would be temporary, a helpful stopgap while he got back on his feet. But the weight of the ‘temporary’ threatened to crush him.

He heard his mother humming from the living room, a bright, cheerful sound that grated on his ears. He quickly retreated to his old bedroom, slamming the door a little too hard. The air was thick with the scent of mothballs and something else—a lingering sadness, perhaps—that clung to the cheap, particleboard furniture.

He sank onto the twin bed, the springs groaning in protest. He just needed to breathe, to find some space in his head. The weight of his recent failure pressed down on him. The move home felt like a colossal defeat.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229