The pounding became a physical sensation, a pressure in Liam's temples. He was supposed to be working on his novel, but the words wouldn't come. The blank screen of his laptop seemed to mirror the emptiness he felt. He’d tried to write, but the sentences were lifeless, the plot stagnant.

He’d taken to staring out the window, watching the construction crew. He envied their simple, physical tasks, the tangible results of their labor. He, on the other hand, felt stuck in a quicksand of his own making, unable to make any meaningful progress.

He closed his eyes, pressing his palms against his temples. He longed for the feeling of accomplishment, of having something to show for his efforts. But even that desire felt distant, muted, lost in the fog.

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