dispirited - Story 31808 | Emotion Vectors in Gemma4-31B

“Coffee?” Michael asked, but the question felt forced, the gesture empty. He stared at his reflection in the kitchen window, his face a roadmap of exhaustion. Days, weeks, months – all blurred together in a haze of routine and unspoken discontent. His career, his relationships, everything felt stagnant, devoid of energy.

An email arrived. His father had passed away. Along with the condolences, a revelation: a sister he never knew existed. The words swam before his eyes, a jumble of disbelief and confusion.

He let the coffee go cold. The world suddenly felt off-kilter, the ground beneath his feet uncertain. He didn’t know how to navigate this new terrain.

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
`S`	0.348
`’`	0.325
`ness`	0.320
`无法`	0.308

Suppressed:

`de`	-0.297
`l`	-0.256
`👏`	-0.251
`sonra`	-0.240
`aud`	-0.240