The drive home was a blur of traffic and radio static, reflecting the chaotic state of Emily's mind. The meeting had been a disaster, and she felt a sense of inadequacy that was difficult to shake. She parked the car and entered the house, dreading the evening ahead.

David was in the living room, reading, looking up as she entered the room. His smile, as always, seemed to be holding back a secret.

“How was work?” he asked.

Then, the words, a flood of sounds tumbling out, in a rhythm she understood all too well. French, her native language, now spoken with a familiarity that felt unsettling. She walked past him and went upstairs, not saying a word.

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