The house echoed with the ghosts of laughter and shared meals. Liam found himself wandering the halls, a stranger in his own family home. Each room held a memory, a reminder of a life he felt he had somehow failed to build. The familiar scent of his mother's perfume, the clatter of his father’s morning coffee, these things, once comforting, now felt like a heavy weight.

He spent most of his days staring out the window, watching the world move on without him. The vibrant colours of the autumn leaves seemed distant, unachievable. He felt detached, an observer of his own life.

His sister, noticing his isolation, tried to engage him in conversation. He managed a strained smile, a hollow gesture. The effort left him exhausted. The world outside, the world of opportunity, seemed so very far away.

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