The empty fridge mocked Emily. Another month, another struggle to make ends meet. She felt worn down, ground down by the relentless grind of life. A new friend request. From Michael. Michael Peterson, who relished making her life unpleasant at every opportunity, once stealing her favorite jacket.

She stared at the screen, her heart beating a little faster. She was always so sensitive, even to the smallest criticisms. She suddenly felt very tired. She felt her face go hot.

She clicked the X button and closed her laptop. The hunger in her stomach seemed more pronounced. She had no energy to cook.

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