The attic door groaned open, a sound that grated on David's nerves. He felt a deep weariness, a sense of having been running a marathon for years without a finish line. The thought of sorting through someone else's detritus made his stomach clench.

He shuffled through the gloom, his feet dragging. The dust swirled around him, each particle another tiny weight on his shoulders. He felt an intense lack of energy; the world was moving too quickly. He wished he could just shut everything out.

He stumbled upon a wooden chest. Inside, nestled in layers of tissue paper, were several intricately carved wooden toys. A rocking horse, a train, a small soldier. Each one perfect, each one bearing evidence of a love and care he no longer understood. He turned away, the toys reminding him of how empty he felt.

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