Rain hammered against the windowpane, mirroring the relentless thrum in Amelia's chest. She traced a finger across the condensation, blurring the already dim streetlights. She had just finished a phone call with Liam, a call that had left her feeling… heavy. Liam, her best friend since kindergarten, the one who'd always had it all figured out, the successful architect… wasn’t. He was a barista. A barista at a coffee shop three blocks over.

She slumped onto her couch, the cushions offering little comfort. The air in her apartment felt thick, almost suffocating. She'd pictured them, years from now, sharing a laugh about his crazy schedule and how he rose to the top of his career. Now the future felt as murky and unclear as the rain-soaked streets outside.

Her hand drifted to the half-eaten pint of ice cream sitting on the coffee table. She hadn’t touched it since the call. Usually, ice cream was her go-to when she was feeling like this. Not tonight.

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