The silence in the house was punctuated only by the ticking of the grandfather clock, a relentless reminder of the passing time. David felt a profound sense of inertia, unable to take even the smallest step forward. The familiar routines, once comforting, now felt like a trap. The walls of his childhood home seemed to close in around him.

He spent his days staring out the window, watching the world go by. The vibrant colors of autumn seemed to mock his inner gloom. His mother’s attempts at cheerfulness grated on his nerves. He felt a deep, abiding fatigue.

He avoided contact with his family, retreating into his own thoughts. The weight of his unfulfilled ambitions pressed heavily on him. A vast emptiness spread through him.

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