The coffee went cold in her mug as Sarah stared at the familiar script. It was a letter to her sister, unmailed, tucked away in a shoebox under her bed. The room felt stifling, the air thick with unspoken things. She had hoped to find a sense of comfort, but each line brought a wave of something akin to nausea.

She read her words and felt the ache in her jaw. The letter spoke of dreams deferred, of a life that hadn’t gone as planned. The vibrant energy she once possessed now seemed a distant memory. She pushed the letter aside, the crumpled paper a reflection of her own internal state.

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