"You were so close," his mother's voice was soothing, but the words felt like an insult. Carlos ignored her, turning away, staring at the empty space on the wall where his medals used to be. The empty space felt like a betrayal.

He retreated to the park, avoiding the field where he’d spent countless hours practicing. The laughter of children playing, normally a source of joy, now felt like a taunt. He found a secluded bench, the familiar comfort of the wood offering no solace.

He closed his eyes, his chest constricting. The familiar feeling of failure pressed in on him, a heavy weight threatening to crush him. He wanted to scream.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224