The silence of the library was almost oppressive. Maria found herself wandering the stacks, the endless rows of books mirroring the monotonous repetition of her life. Her dreams of becoming a writer had faded, replaced by the crushing weight of reality. The words still appeared on the page, but the joy was gone. She felt the heavy weariness in her shoulders as she chose a book at random.

She was walking through a small, unused garden behind the library when she saw it. A small, metal box. She knelt down and began digging. Inside, she found a composition notebook filled with her own handwriting: poems, stories, and sketches. Her heart ached with a strange mixture of sorrow and a faint flicker of hope.

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