He hunched deeper into the armchair, the worn velvet scratching against his cheek. Thomas stared at the letter, its edges frayed. He’d found it tucked inside a favourite book, a letter he'd written to his father, long gone. He hadn't felt like this in years, the lethargy, the feeling of lead in his veins. The words, so carefully chosen, now seemed raw and vulnerable.

He read of youthful ambitions, of a burning desire to impress, to be seen. The ink blurred as his eyes watered. A sigh escaped him, a sound of profound weariness. The silence of the house amplified the emptiness he felt, a hollowness that seemed to echo in the hollow of his chest.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
’0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
πŸ‘-0.251
sonra-0.240
aud-0.240