The notification buzzed on Emily's phone, interrupting a rare moment of peace. She was curled up in a sunbeam in her tiny apartment, finally reading a novel she'd been meaning to get to. The headline: "University Facing Closure." A sigh escaped her, and she felt the comfortable warmth of the sun fading.

Her phone slipped from her grasp and landed on the floor with a dull thud. Everything was falling apart, lately. Her car was falling apart, her relationship had just ended, and now this. A hollow ache formed in her chest.

She got up and walked to the window, staring out at the city. It had always felt too big, too indifferent. She had planned to stay after graduating, but now? The thought of leaving everything behind seemed unbearable. Her apartment felt suddenly too small, the walls closing in. She felt like she was suffocating.

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