The aroma of freshly brewed coffee usually filled the kitchen, a welcome start to the morning. Today, it was just another reminder of an empty space. Sam poured a cup, the motion mechanical and devoid of pleasure. The sound of the coffee machine was the only sound in the house, a solitary echo.

He avoided the phone. He knew what texts would be waiting. He didn't have the energy to navigate the well-meaning platitudes. He felt an overwhelming sense of isolation.

He sat on the porch, a place that he and Ben always loved. His mind drifted to the future, to all the times they would have to find a new friend. The future loomed before him, a vast and unforgiving terrain.

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