He stared at the cereal box, the bright colors mocking his current situation. His stomach twisted. He poured the milk, his hand shaking slightly, causing a splash that spattered his jeans. Everything felt amplified, from the clatter of the spoon against the bowl to the quiet hum of the refrigerator.

His father, a shadow in the doorway, cleared his throat. "Good morning, son."

"Morning," Mark mumbled, keeping his gaze firmly fixed on the milk swirling in the cereal. His chest felt constricted. He felt the need to apologize for everything, for the space he was taking up, the mess he was making. He had to remind himself that he had already paid the rent.

“You, uh, you slept well?” His father's voice was gentle, and yet somehow, it felt like an accusation. Mark shrugged, pushing the cereal around the bowl with his spoon. A drop of sweat trickled down his temple.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256