The sun was setting, casting long shadows across campus as Maria read the email. The colours seemed wrong, as if the world had lost its vibrancy. She felt the sudden urge to curl into a ball, to disappear.

She'd spent her whole life preparing for this, for university, for independence, for a successful career. Now it was all for nothing. The weight of her student loans, the pressure of her family's expectations – all came crashing down on her.

She walked outside, past the empty classrooms and silent dormitories, the campus felt like a ghost town. The world seemed to have tilted on its axis, leaving her stranded and alone. She felt a profound loneliness, a sense of being utterly adrift.

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