The sheer scale of it was overwhelming. The new house was enormous, a labyrinth of rooms that seemed to swallow the light. Every task, from organizing the pantry to assembling the bed frame, felt like scaling a mountain. The new house, a new era for him, seemed a very lonely place to be.

He was testing the locks on the old, rickety doors. One door, at the far end of the attic, felt different. It was heavier, more solid. He strained, but the lock wouldn’t budge. He felt the weight in his own chest and leaned. The door groaned open.

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