"You're making a racket!" The words, yelled through the thin wall, sliced through Leo’s meager attempt at cheerfulness. He turned down the volume on the TV, the sudden quiet amplifying the hum in his ears. He sank back onto the sofa, the cushions doing nothing to cushion the dull thud in his chest.

He ran a hand through his already messy hair. He’d just wanted to feel alive, to have some noise, some… energy in the flat. The angry shouts felt like a blow, driving the sense of inertia deeper into him. He stared at the remote, a weapon he no longer felt like wielding.

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
👏-0.251
sonra-0.240
aud-0.240