The glossy invitation, promising cocktails and canapés, lay untouched on the kitchen counter, a stark contrast to the rest of the room. The chipped paint and the faded linoleum floor seemed to reflect her mood.

Lisa walked around the house like a ghost, her movements slow and deliberate. She’d stopped listening to music, the silence her constant companion. Every sound felt amplified. The world just seemed too much at the moment.

She rubbed her temples, trying to ward off a headache that had been brewing for days. The thought of having to make small talk, of pretending everything was okay, filled her with a profound sense of exhaustion. She knew she shouldn’t go, but maybe she should.

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